diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49cba690d9c5d8a96927b240e934869ddd552d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9731, "bytes_utf8": 9733, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 842, "bytes_utf8": 842, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 714, "reasoning_output_tokens": 501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f02a03dccc489f145148a63e33bb54fc6c4748a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_016a9211af8c3b76", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 714, + "total_tokens": 15497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19431.87, + "sql_execution_elapsed_ms_total": 10.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9998e1f22c7ce57da096d0573a0b1ac32a426ef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:13.742240+00:00", + "ended_at": "2026-05-19T15:44:33.174134+00:00", + "elapsed_ms": 19431.87, + "prompt_metrics": { + "chars": 9731, + "bytes_utf8": 9733, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1554, + "bytes_utf8": 1554, + "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": 842, + "bytes_utf8": 842, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 714, + "reasoning_output_tokens": 501 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..250a660abfb762c7573b4b8662f19d6e4eba1a50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "rating", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcfbe11ad234ec7c1881695b98d59df3efb9e5f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-b8b8-7042-a808-c3c2bd2f6e0c"} +{"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 15418. Please try again in 462ms. 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 \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"rating\\\" IS NOT NULL\\n AND TRIM(\\\"rating\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n GROUP BY \\\"rating\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"rating\\\", 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\":\"Applies the requested relative-to-total threshold template with group_col=rating and measure_col=release_year, casting release_year to INTEGER for SQLite aggregation and filtering out null/blank rating and release_year values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":13696,"output_tokens":714,"reasoning_output_tokens":501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83ebee53c6d3a4c3353c9e27bfc322b23298d7bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) AS group_value\n FROM \"c17\"\n WHERE \"rating\" IS NOT NULL\n AND TRIM(\"rating\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n GROUP BY \"rating\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"rating\", 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":"Applies the requested relative-to-total threshold template with group_col=rating and measure_col=release_year, casting release_year to INTEGER for SQLite aggregation and filtering out null/blank rating and release_year values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_016a9211af8c3b76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77a13e3d30538997acce6693e18c71a3bc0466eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9171, "bytes_utf8": 9173, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 4480, "output_tokens": 320, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..543474ef9ee0c01722690a2ccf0a3c88036b94df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_022224b9a66265b8", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 4480, + "output_tokens": 320, + "total_tokens": 14965, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9438.73, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..604c834a8f159afde803affc906932ce8b0aae03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:26.407242+00:00", + "ended_at": "2026-05-19T15:28:35.846018+00:00", + "elapsed_ms": 9438.73, + "prompt_metrics": { + "chars": 9171, + "bytes_utf8": 9173, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 4480, + "output_tokens": 320, + "reasoning_output_tokens": 223 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fdbd3c438f9d5258ead6f4f96cc801543878ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb50274717fe701e96b7d557eaf4a747bf8cbdb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-442c-79c1-a768-d2bef0587124"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". CAST was added because \\\"release_year\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":4480,"output_tokens":320,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..901bde83c9e4985418e7150357907e70967c9710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"type\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped numeric sum template with group_col=\"type\" and measure_col=\"release_year\". CAST was added because \"release_year\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_022224b9a66265b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d260bc9f598c5f8b5d84ca8e0640fa28a9f5108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9259, "bytes_utf8": 9261, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14655, "cached_input_tokens": 12032, "output_tokens": 528, "reasoning_output_tokens": 369}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74c407e7f22777e4d766baf72eca460046e34376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_023ee72a13638b07", + "api_calls": 0, + "input_tokens": 14655, + "cached_input_tokens": 12032, + "output_tokens": 528, + "total_tokens": 15183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11577.72, + "sql_execution_elapsed_ms_total": 33.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7e4fba8d79b38097b01faa3d27c11d243653d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:36.364739+00:00", + "ended_at": "2026-05-19T16:01:47.942494+00:00", + "elapsed_ms": 11577.72, + "prompt_metrics": { + "chars": 9259, + "bytes_utf8": 9261, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 958, + "bytes_utf8": 958, + "lines": 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": 14655, + "cached_input_tokens": 12032, + "output_tokens": 528, + "reasoning_output_tokens": 369 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..907938c92c7bc38a743ad5209e08e8425a24c325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a602ad0b20923330899ab166490d01c28ebe0d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a18a-7203-8c5c-dadb4fd5dae2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"duration\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"duration\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nWHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" GLOB '[0-9][0-9][0-9][0-9]'\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"duration\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to REAL because it is stored as TEXT in the schema, and filtered to 4-digit numeric years for SQLite-safe averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14655,"cached_input_tokens":12032,"output_tokens":528,"reasoning_output_tokens":369}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9220ca1e5afc4152280a03ac601b1f25f1dfcd11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"duration\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"duration\") AS avg_measure\nFROM \"c17\"\nWHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" GLOB '[0-9][0-9][0-9][0-9]'\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"duration\" and measure_col=\"release_year\". Cast \"release_year\" to REAL because it is stored as TEXT in the schema, and filtered to 4-digit numeric years for SQLite-safe averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_023ee72a13638b07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..267cfac3812db00d34af03c2788919707cfaa294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9590, "bytes_utf8": 9592, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 13696, "output_tokens": 634, "reasoning_output_tokens": 475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..193f1abcb159198ea6ec3abc0a533ca054c40701 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_02a5f5e6884ff58f", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 13696, + "output_tokens": 634, + "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": 13192.65, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6553e8bd3a5597a90c4e80a918eced4c718665ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:04.139132+00:00", + "ended_at": "2026-05-19T15:37:17.331815+00:00", + "elapsed_ms": 13192.65, + "prompt_metrics": { + "chars": 9590, + "bytes_utf8": 9592, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 608, + "bytes_utf8": 608, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 13696, + "output_tokens": 634, + "reasoning_output_tokens": 475 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be2d82089b958fdc68cc43dd2a5dec7a869335d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "item_col": "director", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..185e2c0185606fa8d2d5f78136cf762fded61edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-2a7c-7ce2-911c-481770502df9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"duration\\\", \\\"director\\\",\\n SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned within-group share template with group_col=\\\"duration\\\", item_col=\\\"director\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":13696,"output_tokens":634,"reasoning_output_tokens":475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ec3956c7e9667f51519f81a3f050403f093733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"duration\", \"director\",\n SUM(CAST(\"release_year\" AS REAL)) AS total_measure,\n SUM(CAST(\"release_year\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"duration\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"duration\", \"director\"\nORDER BY share_within_group DESC;","notes":"Applied the planned within-group share template with group_col=\"duration\", item_col=\"director\", and measure_col=\"release_year\". Cast \"release_year\" from TEXT to REAL so SUM works numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d058b0905409c68f3b2f5331758e17e4f9d8628b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9087, "bytes_utf8": 9089, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14620, "cached_input_tokens": 12032, "output_tokens": 216, "reasoning_output_tokens": 143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddcf8ed72cab99282ae5a50bcff9b86b15a23154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_0804d31c2d19ff53", + "api_calls": 0, + "input_tokens": 14620, + "cached_input_tokens": 12032, + "output_tokens": 216, + "total_tokens": 14836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15985.55, + "sql_execution_elapsed_ms_total": 10.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8044377e43bb784dee6e3f119c4725a2b52e9671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:20.809373+00:00", + "ended_at": "2026-05-19T15:32:36.794956+00:00", + "elapsed_ms": 15985.55, + "prompt_metrics": { + "chars": 9087, + "bytes_utf8": 9089, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1294, + "bytes_utf8": 1294, + "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": 277, + "bytes_utf8": 277, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14620, + "cached_input_tokens": 12032, + "output_tokens": 216, + "reasoning_output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e13cb1c56340827bb1b9058b9a355b890835f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=release_year.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ca2964f982566802a628ba3096fd19f0fadd72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dd-d7c2-7a81-9397-4da34e6ebcb0"} +{"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 15255. Please try again in 457ms. 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 1975164, Requested 15255. Please try again in -287ms. 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 \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by \\\"release_year\\\" on single table \\\"c17\\\", following the provided template exactly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14620,"cached_input_tokens":12032,"output_tokens":216,"reasoning_output_tokens":143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f3c4d9d5a6e90bebf9b45eb5afe7f39524b6eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"release_year\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY row_count DESC;","notes":"Grouped count by \"release_year\" on single table \"c17\", following the provided template exactly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3112ffe76296b9838555595370c156902daada9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9583, "bytes_utf8": 9585, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 12032, "output_tokens": 738, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..753190d2d95c25359c96b61900e7a5cf00cf46bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_0aa74ca4b439034a", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 738, + "total_tokens": 15500, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15718.67, + "sql_execution_elapsed_ms_total": 41.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdf672be4a209e5fbd04309bffcd01a178bf3213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:48.369959+00:00", + "ended_at": "2026-05-19T15:37:04.088654+00:00", + "elapsed_ms": 15718.67, + "prompt_metrics": { + "chars": 9583, + "bytes_utf8": 9585, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1203, + "bytes_utf8": 1203, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 738, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a78f3c3a1380d1f01acfff4c504a984c328217b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "item_col": "director", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03077052e3489b66b7c5b5e3f905cf5d969110f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-ecf9-7f93-aa57-6f767fa2323b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"duration\\\",\\n \\\"director\\\",\\n SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"duration\\\", '')) <> ''\\n AND TRIM(COALESCE(\\\"director\\\", '')) <> ''\\n AND TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"duration\\\", item_col=\\\"director\\\", and measure_col=\\\"release_year\\\". Cast release_year to REAL for SQLite aggregation and excluded blank duration/director/release_year values so within-group shares are based on usable records.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":12032,"output_tokens":738,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2237947174a717fc43827317e66af9414b655adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"duration\",\n \"director\",\n SUM(CAST(\"release_year\" AS REAL)) AS total_measure,\n SUM(CAST(\"release_year\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"duration\") AS share_within_group\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"duration\", '')) <> ''\n AND TRIM(COALESCE(\"director\", '')) <> ''\n AND TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY \"duration\", \"director\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"duration\", item_col=\"director\", and measure_col=\"release_year\". Cast release_year to REAL for SQLite aggregation and excluded blank duration/director/release_year values so within-group shares are based on usable records."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0aa74ca4b439034a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..990529b17d77e2092372b0e3708a95e4d4d22e19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/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": "2026-05-19T15:55:21.409460+00:00", + "ended_at": "2026-05-19T15:55:25.292717+00:00", + "elapsed_ms": 3883.23, + "returncode": 1, + "prompt_metrics": { + "chars": 9421, + "bytes_utf8": 9423, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fae9dc52664b349f3d661651136ae2b48cd5dc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:26.294279+00:00", + "ended_at": "2026-05-19T15:55:29.430323+00:00", + "elapsed_ms": 3136.02, + "returncode": 1, + "prompt_metrics": { + "chars": 9421, + "bytes_utf8": 9423, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e174146e76203f9e18969068dcbdd9b6d074b6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=duration, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "duration", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e174146e76203f9e18969068dcbdd9b6d074b6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=duration, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "duration", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e16a95438c490585bf9c6cb463b297d71fa0139e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e8bc-7f33-9984-535621ba054e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89aa691775e1218641999ee1b2c7a14276369025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e8bc-7f33-9984-535621ba054e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01ee179fa61b731625c0d80038b5bc8a580c23d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-fbf3-7bb1-a7dc-7e960f00e2e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d95806cc5134e92d60e19a6d06527c8a3ed899a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-fbf3-7bb1-a7dc-7e960f00e2e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0fdb2bad4974287c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99de55ad0b6a9cbd0794d3fd4c6856c5151c4ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9076, "bytes_utf8": 9078, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 404, "reasoning_output_tokens": 325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f59837982b78e2294e6ae74389528c90ff974a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_105380ffc5766623", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 404, + "total_tokens": 15022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11432.78, + "sql_execution_elapsed_ms_total": 5.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..316380e709e2de8c7c5de27ef10185add4bca89a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:36.816528+00:00", + "ended_at": "2026-05-19T15:32:48.249343+00:00", + "elapsed_ms": 11432.78, + "prompt_metrics": { + "chars": 9076, + "bytes_utf8": 9078, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 663, + "bytes_utf8": 663, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 305, + "bytes_utf8": 305, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 404, + "reasoning_output_tokens": 325 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b452f8a9cbb1ed1fd234d1b8398a94f625fd08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "rating", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56bd6631fee838d785d0eec319f244af20fa0df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-165a-7f20-9a56-ffaefc520d2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped-count template on \\\"rating\\\" using the single table \\\"c17\\\" with SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":13696,"output_tokens":404,"reasoning_output_tokens":325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd3282af89ccb8ff7277e46e3106c5eda80c75c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"rating\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided grouped-count template on \"rating\" using the single table \"c17\" with SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..665fdd0cbe3fce697f16b9d32e76d6f081fe9c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9167, "bytes_utf8": 9169, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14655, "cached_input_tokens": 13696, "output_tokens": 446, "reasoning_output_tokens": 351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98d5bc35a3a4ec431b5bc546a3295629556e630f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_11d98d17b3859421", + "api_calls": 0, + "input_tokens": 14655, + "cached_input_tokens": 13696, + "output_tokens": 446, + "total_tokens": 15101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10516.08, + "sql_execution_elapsed_ms_total": 5.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fbd6cc6e44569ae008829357ca1f7c7e413468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:43.827436+00:00", + "ended_at": "2026-05-19T15:59:54.343541+00:00", + "elapsed_ms": 10516.08, + "prompt_metrics": { + "chars": 9167, + "bytes_utf8": 9169, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14655, + "cached_input_tokens": 13696, + "output_tokens": 446, + "reasoning_output_tokens": 351 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c50b5581f8011f3cefffdee051649f3fdc0e73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=release_year.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03a93f18746986d4b9bb87940945d81b43d8522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-e9bd-78f0-9cd6-bd19d7d1f3c5"} +{"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 \\\"release_year\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"support\\\" ASC, \\\"release_year\\\"\\nLIMIT 10;\",\"notes\":\"Counts rows by release_year and returns the 10 lowest-support groups, following the required Low-Support Group Count template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14655,"cached_input_tokens":13696,"output_tokens":446,"reasoning_output_tokens":351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a04de5164ef25739bccedb18fb300025e95ef730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"release_year\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY \"support\" ASC, \"release_year\"\nLIMIT 10;","notes":"Counts rows by release_year and returns the 10 lowest-support groups, following the required Low-Support Group Count template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_11d98d17b3859421/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e5a44f439c065f3d52ab90799ee172126bb4d37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9267, "bytes_utf8": 9269, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14657, "cached_input_tokens": 12288, "output_tokens": 292, "reasoning_output_tokens": 185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..643aa13276c6cfe71440d8a0d17778bee1ac66c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_1594879205169dd0", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12288, + "output_tokens": 292, + "total_tokens": 14949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9005.78, + "sql_execution_elapsed_ms_total": 36.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30f1892c870fbaa0343b13151a278e328065d439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:52.636317+00:00", + "ended_at": "2026-05-19T16:01:01.642130+00:00", + "elapsed_ms": 9005.78, + "prompt_metrics": { + "chars": 9267, + "bytes_utf8": 9269, + "lines": 240, + "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": 14657, + "cached_input_tokens": 12288, + "output_tokens": 292, + "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_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ab916267e15aded90ddd449f356c4317bd60754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1968ad8b3fcefa2c2fb0c7dc333eb1d34a280291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f6b7-78b3-b831-bc6914c5d7e4"} +{"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 \\\"release_year\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"release_year\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"release_year\\\" and measure_col=\\\"release_year\\\". CAST is used because \\\"release_year\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12288,"output_tokens":292,"reasoning_output_tokens":185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ef2191899c506a2154c2943120f43848916cc02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"release_year\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"release_year\") AS avg_measure\nFROM \"c17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"release_year\" and measure_col=\"release_year\". CAST is used because \"release_year\" 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_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02f13b80bad7ada760dae9df84576fb6a2511ed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:31.030723+00:00", + "ended_at": "2026-05-19T15:54:34.189431+00:00", + "elapsed_ms": 3158.68, + "returncode": 1, + "prompt_metrics": { + "chars": 9420, + "bytes_utf8": 9422, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..077643677ecedb221ab68bc9756296f0af3a943a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:35.191046+00:00", + "ended_at": "2026-05-19T15:54:38.325508+00:00", + "elapsed_ms": 3134.43, + "returncode": 1, + "prompt_metrics": { + "chars": 9420, + "bytes_utf8": 9422, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed40efcb17d61df969f28fc678cba0ddc6d63585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed40efcb17d61df969f28fc678cba0ddc6d63585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3042278ca5b0801e00bf5c762880d5adf449c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-23f3-7f23-a35a-5b975e388cd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a7b22cbcfaf8946a70f40c1d5523bb34047b5c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-23f3-7f23-a35a-5b975e388cd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..952f39c6fca6220c88abd05e1b7f614c898b8a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3437-7e83-9c46-714aa9cc119c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a18673ceac5806e60167d42c022c27ae056c2967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3437-7e83-9c46-714aa9cc119c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1680b99102f41f4e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7a89136b8401754337b6b358472547594f449cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9175, "bytes_utf8": 9177, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d85bc862fe60dafe99f91ea7c4a065f1315f4a1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_176e043e21c9a4db", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 321, + "total_tokens": 14966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8618.61, + "sql_execution_elapsed_ms_total": 6.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdee9a702065591f5a21477e8c1e83f97ad2afd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:06.595153+00:00", + "ended_at": "2026-05-19T15:29:15.213794+00:00", + "elapsed_ms": 8618.61, + "prompt_metrics": { + "chars": 9175, + "bytes_utf8": 9177, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 321, + "reasoning_output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5758586dac2b61669283d0954988199468152478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b03771fe6af8d3a28549ee15c08e65a82b6a9616 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-e12a-7272-bf99-12d0e1b572fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"rating\\\" as the grouping column and cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":321,"reasoning_output_tokens":228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd7089c6a93bc17cfbbc364cd6b2ab4bdc6482fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped numeric sum template with \"rating\" as the grouping column and cast \"release_year\" to INTEGER because it is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2484d5c9298cba705987f1fa7d4b656715433b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9114, "bytes_utf8": 9116, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9114, "bytes_utf8": 9116, "lines": 238, "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": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 300, "reasoning_output_tokens": 191}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1276106925ceaeb85a8534b6b5bc81253e91f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2160283566237046", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 300, + "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": 11476.58, + "sql_execution_elapsed_ms_total": 5.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef846c8eda808f485cc51d31fc19ea6872034dab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:12.510170+00:00", + "ended_at": "2026-05-19T15:57:15.363924+00:00", + "elapsed_ms": 2853.73, + "returncode": 1, + "prompt_metrics": { + "chars": 9114, + "bytes_utf8": 9116, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66657bf1ab42e026a5dbf27150c6814b077849b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:16.366233+00:00", + "ended_at": "2026-05-19T15:57:24.989131+00:00", + "elapsed_ms": 8622.85, + "prompt_metrics": { + "chars": 9114, + "bytes_utf8": 9116, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 300, + "reasoning_output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d3ca138a82746157e40b4e630f748980b102a2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d3ca138a82746157e40b4e630f748980b102a2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6162d2fa389247770cf2d87773f406ab557ca9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9ace-75b0-a5eb-0adf1d016317"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ac1dbbe27e895b763b96d5438df34e345b39f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9ace-75b0-a5eb-0adf1d016317"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b0e30aea325ef108af78036b4bc9e227f6e060d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a9dd-7771-b644-aacc13717c43"} +{"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(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c17\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"release_year\\\" and threshold 2019.0. CAST was added because \\\"release_year\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":300,"reasoning_output_tokens":191}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62c27b46e8b5083b527e845453a41b5168bb3efb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"release_year\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c17\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"release_year\" and threshold 2019.0. CAST was added because \"release_year\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2160283566237046/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cd6b8d2775fdc0f4500f70026db35fd5548c5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9353, "bytes_utf8": 9355, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1258, "bytes_utf8": 1258, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 877, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8bedd2064aa5d0412359b9e8b56e147c3a35bc89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_25f04d7a3f001d53", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 877, + "total_tokens": 15560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15656.18, + "sql_execution_elapsed_ms_total": 49.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62efdb2de651f6fb1a778ed0967f4bd49f92df58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:34.246874+00:00", + "ended_at": "2026-05-19T15:52:49.903085+00:00", + "elapsed_ms": 15656.18, + "prompt_metrics": { + "chars": 9353, + "bytes_utf8": 9355, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1748, + "bytes_utf8": 1748, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1258, + "bytes_utf8": 1258, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 877, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3475ea3d3d5190d89af8474882928119b20d71f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c09324888f3584517d3c5dbd1f8a9f7d9c5eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-5be3-7352-9f44-5cceda837afe"} +{"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 \\\"rating\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_int\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"rating\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"rating\\\" IS NOT NULL\\n AND \\\"rating\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n \\\"release_year_int\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"rating\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nWHERE \\\"pick_rank\\\" = 1\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per rating group via window functions. \\\"release_year\\\" is cast to INTEGER because the schema stores it as TEXT, and groups with fewer than 5 rows are excluded using the provided min_group_size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":877,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93ebe1c2ae85eb8549be4e0590a795c4a9e7a940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"rating\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_int\",\n ROW_NUMBER() OVER (\n PARTITION BY \"rating\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"rating\"\n ) AS \"cnt\"\n FROM \"c17\"\n WHERE \"rating\" IS NOT NULL\n AND \"rating\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n),\n\"percentiles\" AS (\n SELECT\n \"rating\",\n \"release_year_int\" AS \"percentile_measure\",\n \"cnt\",\n ROW_NUMBER() OVER (\n PARTITION BY \"rating\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ordered\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"rating\",\n \"percentile_measure\"\nFROM \"percentiles\"\nWHERE \"pick_rank\" = 1\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per rating group via window functions. \"release_year\" is cast to INTEGER because the schema stores it as TEXT, and groups with fewer than 5 rows are excluded using the provided min_group_size binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_25f04d7a3f001d53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..228633671f19704fa0c92320dab11f0062fc88e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9734, "bytes_utf8": 9736, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 816, "bytes_utf8": 816, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 13696, "output_tokens": 561, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16923bfb98a0ec6453b81152a540a6bb7b4e7494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_267f77e6dfa22c24", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 561, + "total_tokens": 15342, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16330.22, + "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_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42c255d95a71e95e11cc4259f80a6662a5854a5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:49.562814+00:00", + "ended_at": "2026-05-19T15:45:05.893077+00:00", + "elapsed_ms": 16330.22, + "prompt_metrics": { + "chars": 9734, + "bytes_utf8": 9736, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1211, + "bytes_utf8": 1211, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 561, + "reasoning_output_tokens": 350 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de0a83037c1d6e0b3366293f0759db20461ed3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..254d4d637aa7932ef0e769d49bd3d2e5baa4f10d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-449b-78b1-8df4-002908a4d3eb"} +{"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 \\\"duration\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n GROUP BY \\\"duration\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"duration\\\",\\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\":\"Applied the required Relative-to-Total Extreme Threshold template with group_col=\\\"duration\\\" and measure_col=\\\"release_year\\\". CAST was added because \\\"release_year\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":13696,"output_tokens":561,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90bf98c9659f495374a69aaec111262f269ed790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"duration\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS group_value\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n GROUP BY \"duration\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"duration\",\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":"Applied the required Relative-to-Total Extreme Threshold template with group_col=\"duration\" and measure_col=\"release_year\". CAST was added because \"release_year\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90bcdf03c01353c13ee9e43266f862b61b5aafad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9418, "bytes_utf8": 9420, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 13696, "output_tokens": 433, "reasoning_output_tokens": 325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d4b7cb0b929b9971307a8bf05608edfc8462970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2a196b0dc335544a", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 433, + "total_tokens": 15139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12180.15, + "sql_execution_elapsed_ms_total": 6.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..302a69facdda87cca962aa2cd7a692f9b959c222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:29.434500+00:00", + "ended_at": "2026-05-19T15:55:41.614672+00:00", + "elapsed_ms": 12180.15, + "prompt_metrics": { + "chars": 9418, + "bytes_utf8": 9420, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 433, + "reasoning_output_tokens": 325 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e63c08ef1345881199c8ad90735cd9afaaf5daf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da724da28fdcef3fccd2c654e1f0c8cd4e8475cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-0812-7c61-8044-e91a13174f51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"type\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested grouped condition rate template with both group_col and condition_col bound to \\\"type\\\", measuring the within-group proportion of rows where type = 'Movie'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":13696,"output_tokens":433,"reasoning_output_tokens":325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf315d9e1237bd025a4bb8254153e5b99f812747 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"type\",\n AVG(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested grouped condition rate template with both group_col and condition_col bound to \"type\", measuring the within-group proportion of rows where type = 'Movie'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a196b0dc335544a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d8a59844eab3d892d8c1080317288ebc13650dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9161, "bytes_utf8": 9163, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9161, "bytes_utf8": 9163, "lines": 238, "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": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14655, "cached_input_tokens": 13696, "output_tokens": 250, "reasoning_output_tokens": 154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c1ffd949bf251d71b883c4486fae40334db6595c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2a26c1bc75524d73", + "api_calls": 0, + "input_tokens": 14655, + "cached_input_tokens": 13696, + "output_tokens": 250, + "total_tokens": 14905, + "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": 11371.12, + "sql_execution_elapsed_ms_total": 7.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8127595b95fd95f185a52c52fa1438cf0beaf9da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:13.071071+00:00", + "ended_at": "2026-05-19T15:59:16.417224+00:00", + "elapsed_ms": 3346.13, + "returncode": 1, + "prompt_metrics": { + "chars": 9161, + "bytes_utf8": 9163, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06d82becf48f809515a66e8d7e742df234058a95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:17.419542+00:00", + "ended_at": "2026-05-19T15:59:25.444582+00:00", + "elapsed_ms": 8024.99, + "prompt_metrics": { + "chars": 9161, + "bytes_utf8": 9163, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14655, + "cached_input_tokens": 13696, + "output_tokens": 250, + "reasoning_output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12aa3a34d125512a05600d1b7c05f2d8f5f0f863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=duration.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12aa3a34d125512a05600d1b7c05f2d8f5f0f863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=duration.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5635c3abe26cb5de44bee75b772a45741a2278cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-71b3-74e3-984d-64683626fe74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1174d81c2c81d1e069e51306102e6e1d1c646f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-71b3-74e3-984d-64683626fe74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0edea4de55411cabd41f72ea0432a789a746cd82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-82c1-7591-b81b-f0537e581f7f"} +{"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 \\\"duration\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\"\\nORDER BY \\\"support\\\" ASC, \\\"duration\\\"\\nLIMIT 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"duration\\\", returning the 18 rarest duration groups by row count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14655,"cached_input_tokens":13696,"output_tokens":250,"reasoning_output_tokens":154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29d88a45980887bc507ec9c169a4e8858161c1b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"duration\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"duration\"\nORDER BY \"support\" ASC, \"duration\"\nLIMIT 18;","notes":"Uses the Low-Support Group Count template with group_col bound to \"duration\", returning the 18 rarest duration groups by row count."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2a26c1bc75524d73/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29b380e494deb221caefaea54c469dfa29b5c30e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 671, "bytes_utf8": 671, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 13696, "output_tokens": 697, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39c4f7e292ed01f76d3f811bce7f373b94a6e3e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2de86b2ccf69e931", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 697, + "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": 13765.86, + "sql_execution_elapsed_ms_total": 13.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39cfd8a5823332a412ddd44fc1770fb25e872f4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:38.614673+00:00", + "ended_at": "2026-05-19T15:41:52.380564+00:00", + "elapsed_ms": 13765.86, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1065, + "bytes_utf8": 1065, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 671, + "bytes_utf8": 671, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 697, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e79f7f3e46d565ca6aad6be6be69c7a885cbc51e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ac4202759a58d7afc8bb11e929db8a69d8c3b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-5abd-7e83-bea8-679fc68e8eb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice.\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"release_year\\\" and num_tiles=10. Cast \\\"release_year\\\" to INTEGER for correct numeric ordering in SQLite because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":13696,"output_tokens":697,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc26669f37241efd0e5914e1f55aa172a0565a60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice.\nWITH \"buckets\" AS (\n SELECT\n CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"release_year\" and num_tiles=10. Cast \"release_year\" to INTEGER for correct numeric ordering in SQLite because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2de86b2ccf69e931/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36dbc439cea4503941641e7f770f87ce19a451fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9731, "bytes_utf8": 9733, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14783, "cached_input_tokens": 13696, "output_tokens": 591, "reasoning_output_tokens": 372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64718b8645760bffa37d4c54afd04c087d6c8db8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2ed8d11d1b12f150", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 591, + "total_tokens": 15374, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16558.83, + "sql_execution_elapsed_ms_total": 9.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ebe9d8d9889742cbab1915d7a4610790aea275d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:27.470327+00:00", + "ended_at": "2026-05-19T15:46:44.029210+00:00", + "elapsed_ms": 16558.83, + "prompt_metrics": { + "chars": 9731, + "bytes_utf8": 9733, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1566, + "bytes_utf8": 1566, + "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": 854, + "bytes_utf8": 854, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 591, + "reasoning_output_tokens": 372 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1649f64a619441bcb55105e21e6125df86633188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4eac19afa1852bf9b13aa0d8f4c1109c6d7cbc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-c31d-7860-852e-d89a0997a904"} +{"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 15418. Please try again in 462ms. 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 \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"rating\\\" IS NOT NULL\\n AND TRIM(\\\"rating\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n GROUP BY \\\"rating\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=rating and measure_col=release_year. Cast release_year to REAL because the schema stores it as TEXT, and filtered out null/empty rating and release_year values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":13696,"output_tokens":591,"reasoning_output_tokens":372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..875c0881db07169e490c967736d08109d319d2ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"rating\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n FROM \"c17\"\n WHERE \"rating\" IS NOT NULL\n AND TRIM(\"rating\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n GROUP BY \"rating\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"rating\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=rating and measure_col=release_year. Cast release_year to REAL because the schema stores it as TEXT, and filtered out null/empty rating and release_year values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1724b5857bb943f5f0898d5213c53c62fda7a587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 923, "bytes_utf8": 923, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 12032, "output_tokens": 786, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6503a2a40517204ff56aaa5cdcbc9cf98e44251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_2f0110d614604de9", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 786, + "total_tokens": 15469, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20629.3, + "sql_execution_elapsed_ms_total": 31.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f45895db9beba3bfe8e7e9e592391775628c9b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:17.508000+00:00", + "ended_at": "2026-05-19T15:51:38.137334+00:00", + "elapsed_ms": 20629.3, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1701, + "bytes_utf8": 1701, + "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": 923, + "bytes_utf8": 923, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 786, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b33582f64e71ece72d36f13f0b832f911306344 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45b0fd83b8b253212d10a7b32df8cba3932ea36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ef-3023-7951-82b1-3b543ba05a4b"} +{"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 1989912, Requested 15318. Please try again in 156ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"type\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"type\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"type\\\" IS NOT NULL\\n AND TRIM(\\\"type\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"type\\\",\\n MIN(\\\"release_year_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cume_dist_value\\\" >= 0.9\\n GROUP BY \\\"type\\\"\\n)\\nSELECT\\n \\\"type\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the smallest release_year at or above the 90th percentile within each type group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":12032,"output_tokens":786,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a2449f6e413c7afbd77e4cdabe336a16e881a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"type\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_num\",\n CUME_DIST() OVER (\n PARTITION BY \"type\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"cume_dist_value\"\n FROM \"c17\"\n WHERE \"type\" IS NOT NULL\n AND TRIM(\"type\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n),\n\"percentile_points\" AS (\n SELECT\n \"type\",\n MIN(\"release_year_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cume_dist_value\" >= 0.9\n GROUP BY \"type\"\n)\nSELECT\n \"type\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the smallest release_year at or above the 90th percentile within each type group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2f0110d614604de9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99333365e3d62a933d521053bf84824bd5245dbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9482, "bytes_utf8": 9484, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14739, "cached_input_tokens": 12032, "output_tokens": 496, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26210b2fd641b6beba4a7616b1c217892bc214ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_31c9a4fc73628ea3", + "api_calls": 0, + "input_tokens": 14739, + "cached_input_tokens": 12032, + "output_tokens": 496, + "total_tokens": 15235, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12481.01, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f761427b1ec5e6a759f29cd3433bb1a87066f169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:27.738865+00:00", + "ended_at": "2026-05-19T15:40:40.219902+00:00", + "elapsed_ms": 12481.01, + "prompt_metrics": { + "chars": 9482, + "bytes_utf8": 9484, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14739, + "cached_input_tokens": 12032, + "output_tokens": 496, + "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_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6afc25c566253e483e79602486486087b9360964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=rating, group_col_2=duration.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "rating", + "group_col_2": "duration", + "predicate_col": "release_year", + "predicate_op": ">=", + "predicate_value": 2019.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a1bae7ddcd774b7cd89caf18f49a5ce2e9d462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-45f6-7670-a81d-c384ce404794"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"rating\\\", \\\"duration\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nWHERE CAST(\\\"release_year\\\" AS INTEGER) >= 2019\\nGROUP BY \\\"rating\\\", \\\"duration\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with \\\"rating\\\" and \\\"duration\\\" as grouping columns, and cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14739,"cached_input_tokens":12032,"output_tokens":496,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba13643339e52cd264b1d0f85db62a89fc99dbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"rating\", \"duration\", COUNT(*) AS row_count\nFROM \"c17\"\nWHERE CAST(\"release_year\" AS INTEGER) >= 2019\nGROUP BY \"rating\", \"duration\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with \"rating\" and \"duration\" as grouping columns, and cast \"release_year\" to INTEGER because it is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31c9a4fc73628ea3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..604ada4e31333fe4b75e6313e3181928dceae6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/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": "2026-05-19T15:55:13.927020+00:00", + "ended_at": "2026-05-19T15:55:17.055148+00:00", + "elapsed_ms": 3128.11, + "returncode": 1, + "prompt_metrics": { + "chars": 9412, + "bytes_utf8": 9414, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b44d530a5efb5785395c5ff570effaddc21ef2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:18.056624+00:00", + "ended_at": "2026-05-19T15:55:21.405170+00:00", + "elapsed_ms": 3348.51, + "returncode": 1, + "prompt_metrics": { + "chars": 9412, + "bytes_utf8": 9414, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e5eda21769f46bc6f563d16df7849545358ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=duration, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "duration", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e5eda21769f46bc6f563d16df7849545358ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=duration, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "duration", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a5c0786355d099b2c1fd616f27552319f0b3d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-cb80-7e62-ad08-eb94e9dbbf06"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae78a151cc0eca7ab3e9aa36978a5217c86c5220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-cb80-7e62-ad08-eb94e9dbbf06"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f8774ed0c2a23caedf97cb6d9bc7b757e713bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-dba5-7893-a2fb-a1a5a19a5ca2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc54fa2bed87aca82a9e40a5ba7014abea444ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-dba5-7893-a2fb-a1a5a19a5ca2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_32b454616a5f99a9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..189308a2d0900334c54e002c94d2ffb6fc7649cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9576, "bytes_utf8": 9578, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 736, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1907b5fd8d070b9c0885bda5b3bd50e6ee6bd35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_33aa8a727089abc4", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 736, + "total_tokens": 15499, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13460.07, + "sql_execution_elapsed_ms_total": 59.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..746320d230d43f55d0869edc351e92988a2e409f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:17.369333+00:00", + "ended_at": "2026-05-19T15:37:30.829441+00:00", + "elapsed_ms": 13460.07, + "prompt_metrics": { + "chars": 9576, + "bytes_utf8": 9578, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1235, + "bytes_utf8": 1235, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 736, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46224aed9a684513dbcab4fcc17d9c6e9f005e22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "item_col": "cast", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0c15f9c8da32043b0fc1a803225ec5bc1b517b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-5e3e-72c0-8afc-133c0141ee31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n AND \\\"cast\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"type\\\", item_col=\\\"cast\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to INTEGER because the schema stores it as TEXT, and filtered blank/null cast and release_year values to avoid meaningless groups and non-numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":12032,"output_tokens":736,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9826e4d6f8e3484781bdc1bdb4d5418fdc3833a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"type\", \"cast\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE \"cast\" IS NOT NULL\n AND \"cast\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"type\", \"cast\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"type\", item_col=\"cast\", and measure_col=\"release_year\". Cast \"release_year\" to INTEGER because the schema stores it as TEXT, and filtered blank/null cast and release_year values to avoid meaningless groups and non-numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f67b389cc010920cdeb8c34be86a96c1c772743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9155, "bytes_utf8": 9157, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 12032, "output_tokens": 316, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72488641ba07135488a517c070887b1b2466a7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_3876b2c2f7519a50", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 316, + "total_tokens": 14972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9937.55, + "sql_execution_elapsed_ms_total": 7.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39465bca6ded5d98173eb2841dfa326b2fc8376e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:04.520000+00:00", + "ended_at": "2026-05-19T16:00:14.457577+00:00", + "elapsed_ms": 9937.55, + "prompt_metrics": { + "chars": 9155, + "bytes_utf8": 9157, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 316, + "reasoning_output_tokens": 218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2b789ce6d642595a566484eb26a7ca6c37acf08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "rating", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32c3252c74ef6d5a90718675cc63d9f9e0b09e56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-3aad-77c3-9db0-2fd44acd26b2"} +{"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 \\\"rating\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"support\\\" ASC, \\\"rating\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"rating\\\" and top_k=11 to surface the least-supported rating groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":12032,"output_tokens":316,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f7fae87422b4cb55e1962624f90175d7a24e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"rating\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"support\" ASC, \"rating\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"rating\" and top_k=11 to surface the least-supported rating groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3876b2c2f7519a50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06560967ece8e6b6366da394ad23cbee573b83e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9473, "bytes_utf8": 9475, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14736, "cached_input_tokens": 13696, "output_tokens": 366, "reasoning_output_tokens": 263}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8222095d2c326aa89199401232b7127e694000ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_38fdc0bc695484aa", + "api_calls": 0, + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 366, + "total_tokens": 15102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12780.46, + "sql_execution_elapsed_ms_total": 6.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b185fccbc3776f535e694e3a84b622ec91253e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:51.710815+00:00", + "ended_at": "2026-05-19T15:40:04.491314+00:00", + "elapsed_ms": 12780.46, + "prompt_metrics": { + "chars": 9473, + "bytes_utf8": 9475, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 366, + "reasoning_output_tokens": 263 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d180614c723b75142dd04532e566ad01e1881d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=type, group_col_2=duration.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "type", + "group_col_2": "duration", + "predicate_col": "rating", + "predicate_op": "=", + "predicate_value": "TV-PG", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f966ca47e653d0f341b9d1b244bccf7ab63abc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-b928-7181-8901-4683f160b898"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"type\\\", \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" = 'TV-PG'\\nGROUP BY \\\"type\\\", \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped counts by type and duration, filtered to rows where rating is TV-PG, following the planned two-dimensional filtered group count template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14736,"cached_input_tokens":13696,"output_tokens":366,"reasoning_output_tokens":263}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0741b0ed2f7933101740fdc10b905e8aad3442b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"type\", \"duration\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nWHERE \"rating\" = 'TV-PG'\nGROUP BY \"type\", \"duration\"\nORDER BY \"row_count\" DESC;","notes":"Grouped counts by type and duration, filtered to rows where rating is TV-PG, following the planned two-dimensional filtered group count template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_38fdc0bc695484aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b66ab2044b2c68b88b3ad886bd9aae55e033f086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9742, "bytes_utf8": 9744, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14783, "cached_input_tokens": 12032, "output_tokens": 728, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8eb61192e318dceb30b1b3b05f7184e4bbf8112b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_3cb596830d4aa9b2", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 12032, + "output_tokens": 728, + "total_tokens": 15511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14569.83, + "sql_execution_elapsed_ms_total": 6.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32cd110544a417cff0df619ecd5736ace1f1bac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:49.546275+00:00", + "ended_at": "2026-05-19T15:44:04.116130+00:00", + "elapsed_ms": 14569.83, + "prompt_metrics": { + "chars": 9742, + "bytes_utf8": 9744, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1210, + "bytes_utf8": 1210, + "lines": 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": 14783, + "cached_input_tokens": 12032, + "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_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5802524a0527205dcf286ee3ba64412fa5f48e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..081acd1d4340e1e3a0065e3d1b69f602c28ab699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-5a1f-71b1-a58f-7a75a625166e"} +{"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 \\\"release_year\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"group_value\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n GROUP BY \\\"release_year\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"release_year\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the required Relative-to-Total Extreme Threshold template with group_col=release_year and measure_col=release_year. Since \\\"release_year\\\" is stored as TEXT in SQLite, the query casts it to INTEGER before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":12032,"output_tokens":728,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e5fc783544f78fae9a3ec07ebc1d3c98d096851 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"release_year\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS \"group_value\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n GROUP BY \"release_year\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"release_year\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the required Relative-to-Total Extreme Threshold template with group_col=release_year and measure_col=release_year. Since \"release_year\" is stored as TEXT in SQLite, the query casts it to INTEGER before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3cb596830d4aa9b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b51ec8f0a2f08a5f5b2f7f3e6e1017def0da25c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9429, "bytes_utf8": 9431, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14709, "cached_input_tokens": 13696, "output_tokens": 366, "reasoning_output_tokens": 267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee601318f2d2d8e28426ffa0fd1035c4130379c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_3e0379dd71f9e74b", + "api_calls": 0, + "input_tokens": 14709, + "cached_input_tokens": 13696, + "output_tokens": 366, + "total_tokens": 15075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9414.86, + "sql_execution_elapsed_ms_total": 6.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ff46aa6f751f4c422456d7bab496cfbe188f8e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:05.036663+00:00", + "ended_at": "2026-05-19T15:56:14.451556+00:00", + "elapsed_ms": 9414.86, + "prompt_metrics": { + "chars": 9429, + "bytes_utf8": 9431, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 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": 14709, + "cached_input_tokens": 13696, + "output_tokens": 366, + "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_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c1a946ca5424e2ce64370eda045496ae3ff1572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..620767a90c0298d6aea134a9a60bc278cf2d6a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-9338-7150-a0cf-52e2c5c325e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"release_year\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Computes the within-release_year proportion of rows where \\\"type\\\" is 'TV Show' using the grouped condition rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14709,"cached_input_tokens":13696,"output_tokens":366,"reasoning_output_tokens":267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d43154171f97d1aa47671d4451fdc6a1ee927d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"release_year\",\n AVG(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY condition_rate DESC;","notes":"Computes the within-release_year proportion of rows where \"type\" is 'TV Show' using the grouped condition rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3e0379dd71f9e74b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88984b339fa6d406ee99a37e17c274888d4fe6c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9153, "bytes_utf8": 9155, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14654, "cached_input_tokens": 13696, "output_tokens": 250, "reasoning_output_tokens": 150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..157e8c7e4c735e7b48c09736442d15c17747ec1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_41d6c171ad2c9c73", + "api_calls": 0, + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 250, + "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": 7831.34, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68174cdc74274592a8f89f6624e15ec5f0e2ea81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:35.984414+00:00", + "ended_at": "2026-05-19T15:59:43.815782+00:00", + "elapsed_ms": 7831.34, + "prompt_metrics": { + "chars": 9153, + "bytes_utf8": 9155, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 250, + "reasoning_output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e370f3f706f374583a7c934cd29c8908ab66744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6919b64b9707006ef5e05f1b483415b691b86b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-cb30-7273-8bec-188fa5b5535c"} +{"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 \\\"type\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"support\\\" ASC, \\\"type\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"type\\\" on the single table \\\"c17\\\", returning the least-supported type groups first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14654,"cached_input_tokens":13696,"output_tokens":250,"reasoning_output_tokens":150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ff3e51780c6960b6ea182b61fea2728045e868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"type\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"support\" ASC, \"type\"\nLIMIT 19;","notes":"Applied the Low-Support Group Count template with group_col bound to \"type\" on the single table \"c17\", returning the least-supported type groups first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_41d6c171ad2c9c73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd0f47cf157e1d5c24553d792666179ad3160a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9177, "bytes_utf8": 9179, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 508, "reasoning_output_tokens": 416}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e87f897974e933901f855d9ec633f4758081542 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_43f3e0b05589c349/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"duration\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"duration\"\nORDER BY total_measure DESC;","notes":"Uses the provided grouped numeric sum template with \"duration\" as the grouping column and casts TEXT \"release_year\" to INTEGER so SQLite can sum it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9019f93a5bdb49b0bdc8cfd3cc4b3db6c652f8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14700, "cached_input_tokens": 12032, "output_tokens": 574, "reasoning_output_tokens": 411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a27686a9d63b269e6884bd068a6dbcda571820ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_445fa932b7595a9f", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 574, + "total_tokens": 15274, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15659.72, + "sql_execution_elapsed_ms_total": 28.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95be7364d01e4010e2e992e91229bd11fa5b0a2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:08.365638+00:00", + "ended_at": "2026-05-19T15:42:24.025406+00:00", + "elapsed_ms": 15659.72, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1299, + "bytes_utf8": 1299, + "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": 585, + "bytes_utf8": 585, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 574, + "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_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc55e7f8abcfd28308855e4a54ef83e5ec64cba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d081004bcc5d3a13f7474a7d1a8b6866747ac36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-cef0-79d0-b789-eefd8890977e"} +{"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 15335. Please try again in 460ms. 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 \\\"release_year\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL AND \\\"release_year\\\" <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to release_year and num_tiles=10. CAST is applied because release_year is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":12032,"output_tokens":574,"reasoning_output_tokens":411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f9811fc968352f7e5817be59d1876f4e94e5183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"release_year\",\n NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL AND \"release_year\" <> ''\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"release_year\" AS INTEGER) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to release_year and num_tiles=10. CAST is applied because release_year is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_445fa932b7595a9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21f58655ab66c3e8685d37fd82228f6c316a304e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9974, "bytes_utf8": 9976, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 755, "bytes_utf8": 755, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 12032, "output_tokens": 523, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31fa22a871fdc62ac831c84f9382b821d041bdaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_459b53933ba802db", + "api_calls": 0, + "input_tokens": 14853, + "cached_input_tokens": 12032, + "output_tokens": 523, + "total_tokens": 15376, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11368.14, + "sql_execution_elapsed_ms_total": 10.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..166716cf0aaeca11129b3cd3e1dd6e0b2c6ecd98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:49.352048+00:00", + "ended_at": "2026-05-19T15:39:00.720220+00:00", + "elapsed_ms": 11368.14, + "prompt_metrics": { + "chars": 9974, + "bytes_utf8": 9976, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1126, + "bytes_utf8": 1126, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14853, + "cached_input_tokens": 12032, + "output_tokens": 523, + "reasoning_output_tokens": 319 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30cf4275b58edb2d06f2597696606aebca29615b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=type, condition_col=type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76bfd937f0becb5625ed656e211467cc3765494f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-c598-7ff3-89e2-62fb88c30a52"} +{"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 \\\"type\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c17\\\"\\n GROUP BY \\\"type\\\"\\n)\\nSELECT\\n \\\"type\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"type\\\" and condition_col=\\\"type\\\". Because the grouping column and condition column are the same, the 'Movie' group will have a zero denominator and yield NULL via NULLIF, while the 'TV Show' group will yield 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14853,"cached_input_tokens":12032,"output_tokens":523,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2a15544e9e607cb3554e5f0d875c711ece1956a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"type\",\n SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c17\"\n GROUP BY \"type\"\n)\nSELECT\n \"type\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"type\" and condition_col=\"type\". Because the grouping column and condition column are the same, the 'Movie' group will have a zero denominator and yield NULL via NULLIF, while the 'TV Show' group will yield 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_459b53933ba802db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91cbffea86e9e69f3e31b786a3d0ae524255817d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9981, "bytes_utf8": 9983, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 623, "bytes_utf8": 623, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 533, "reasoning_output_tokens": 364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2fb2a648a8544b3c0695b93661f684626f411947 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_45ef63916d10c988", + "api_calls": 0, + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 533, + "total_tokens": 15386, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12285.58, + "sql_execution_elapsed_ms_total": 6.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98e7e93d495ffff64d337e01c8ae36aaec9108c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:37.054843+00:00", + "ended_at": "2026-05-19T15:38:49.340457+00:00", + "elapsed_ms": 12285.58, + "prompt_metrics": { + "chars": 9981, + "bytes_utf8": 9983, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 623, + "bytes_utf8": 623, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 533, + "reasoning_output_tokens": 364 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..847e72b2b4f7c1bc286d8b101cd1bea05a2f71b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=duration, condition_col=type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "duration", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7764f6d1f862b198a399057f8d332b085b1b22c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-958e-7213-bf94-65a4bef53645"} +{"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 \\\"duration\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c17\\\"\\n GROUP BY \\\"duration\\\"\\n)\\nSELECT \\\"duration\\\",\\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 Movie rows to TV Show rows for each duration value. Ratios are NULL when a duration group has no TV Show rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14853,"cached_input_tokens":13696,"output_tokens":533,"reasoning_output_tokens":364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f28b84bb03f1e2c8ffae8929c7e636c30e2d3823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"duration\",\n SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c17\"\n GROUP BY \"duration\"\n)\nSELECT \"duration\",\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 Movie rows to TV Show rows for each duration value. Ratios are NULL when a duration group has no TV Show rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_45ef63916d10c988/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acd68956f077996566851be2520351bd773c2abc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9076, "bytes_utf8": 9078, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 260, "bytes_utf8": 260, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4e478ad65ea709ae808174989699fd41b0984ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_4879cfed83bcc20a", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22756.36, + "sql_execution_elapsed_ms_total": 7.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f2d5f90a6147a22c96d65c262b245af20c6237c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:32.228470+00:00", + "ended_at": "2026-05-19T15:31:54.984870+00:00", + "elapsed_ms": 22756.36, + "prompt_metrics": { + "chars": 9076, + "bytes_utf8": 9078, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1946, + "bytes_utf8": 1946, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 260, + "bytes_utf8": 260, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 330, + "reasoning_output_tokens": 259 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6ba99834ec247098ec96d168d9d2bf2222da227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "rating", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c34f417049b2b774afc58afa60a774259ed73a39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dd-19f6-7730-8ecc-b2f627468485"} +{"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 15253. Please try again in 457ms. 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 1988384, Requested 15253. Please try again in 109ms. 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 1997784, Requested 15253. Please try again in 391ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997049, Requested 15253. Please try again in 369ms. 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 \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count of rows by the categorical column \\\"rating\\\" using the planned template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":12032,"output_tokens":330,"reasoning_output_tokens":259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab76e86ac6037f351220cb1e3b61b67981b3799c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"rating\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count of rows by the categorical column \"rating\" using the planned template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4879cfed83bcc20a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eed882f8db976a306665c0f3d7dee5a530760cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 479, "reasoning_output_tokens": 374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a24ad54c47ddcc0e7a6b16c85811d3003be39800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_4c4659a6e8c12d6a", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 479, + "total_tokens": 15115, + "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": 15324.24, + "sql_execution_elapsed_ms_total": 3.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..098d8339b3ac17e98226391e6af5978a8a3b6551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:52.815529+00:00", + "ended_at": "2026-05-19T15:57:56.995982+00:00", + "elapsed_ms": 4180.43, + "returncode": 1, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c68d67afb9f3bdfc9d5397a072a3d952604478d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:57.997700+00:00", + "ended_at": "2026-05-19T15:58:09.141554+00:00", + "elapsed_ms": 11143.81, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 391, + "bytes_utf8": 391, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 479, + "reasoning_output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34268ea624d02a7957b711d0171c5bf88f90e138 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34268ea624d02a7957b711d0171c5bf88f90e138 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b64fc6d3091deec42cd8cd2f389ee1fc60be9b5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3822-79e0-9437-a5f05a9ec39d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e5679d2a0efdf5e93752faa72e1a6c22fca6e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3822-79e0-9437-a5f05a9ec39d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66de2ffa16feeb4dade62c96c8dbd2f093143ae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-4c66-74b3-8d2f-7939c63cc475"} +{"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(NULLIF(\\\"release_year\\\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c17\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template on \\\"release_year\\\" and cast the text field to REAL so the threshold comparison is numeric; empty strings are excluded from matching by NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":479,"reasoning_output_tokens":374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01315956f4d0d2fd68118ad50a0ff8dd29b9a18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(NULLIF(\"release_year\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c17\";","notes":"Used the provided Threshold Rarity CDF template on \"release_year\" and cast the text field to REAL so the threshold comparison is numeric; empty strings are excluded from matching by NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30b75d607531c69860e78fcf810708f26e31ead0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9978, "bytes_utf8": 9980, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 616, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..069012d6aa6607a454c0ff27e8d03346f3b025da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_5034cd9531307c16", + "api_calls": 0, + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 616, + "total_tokens": 15469, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17767.66, + "sql_execution_elapsed_ms_total": 13.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4a3fd963b9b9d2f6c1f9265fa90496949b532a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:11.087684+00:00", + "ended_at": "2026-05-19T15:39:28.855379+00:00", + "elapsed_ms": 17767.66, + "prompt_metrics": { + "chars": 9978, + "bytes_utf8": 9980, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1400, + "bytes_utf8": 1400, + "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": 665, + "bytes_utf8": 665, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 616, + "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_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de139b9f0b22a4115d0291aa06f519a891c79317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=rating, condition_col=type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "rating", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c1da91de368d2fb5586f8067e3d5e19125505a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e4-1a73-7841-901c-1fc84d8eae20"} +{"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 1985622, Requested 15488. Please try again in 33ms. 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_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c17\\\"\\n GROUP BY \\\"rating\\\"\\n)\\nSELECT\\n \\\"rating\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the required grouped ratio template with group_col=\\\"rating\\\" and condition_col=\\\"type\\\", computing the Movie-to-TV Show ratio per rating.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14853,"cached_input_tokens":13696,"output_tokens":616,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc7e70ef8739888f270c1b3b3ed594b62e125e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"rating\",\n SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c17\"\n GROUP BY \"rating\"\n)\nSELECT\n \"rating\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Uses the required grouped ratio template with group_col=\"rating\" and condition_col=\"type\", computing the Movie-to-TV Show ratio per rating."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..100a25685123dfd85818cc8942a001ff7466b562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:05.620761+00:00", + "ended_at": "2026-05-19T15:59:09.028396+00:00", + "elapsed_ms": 3407.61, + "returncode": 1, + "prompt_metrics": { + "chars": 9159, + "bytes_utf8": 9161, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a8be0840ae270fb76adbc9783ed2b46026a3951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:10.030593+00:00", + "ended_at": "2026-05-19T15:59:13.067146+00:00", + "elapsed_ms": 3036.51, + "returncode": 1, + "prompt_metrics": { + "chars": 9159, + "bytes_utf8": 9161, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c92fb556292e281c1ece93f195c17509eb7d5e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c92fb556292e281c1ece93f195c17509eb7d5e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8c32a45921f58615f2c353f22183ae248fdcd2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-54ae-7740-ac76-6dc857e7b90a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1247bbea4391930e14c23e1ae5a6ec4ae092b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-54ae-7740-ac76-6dc857e7b90a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64e111187976b33f67682c7724b81ba7f70888b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-65de-71d0-964c-d52a06654a08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5133a785916cea526051268f5d3d8c60aab3ffc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-65de-71d0-964c-d52a06654a08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..070320055dc2fc0ebb7afc1436ca3a1cdca546ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9188, "bytes_utf8": 9190, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14647, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9df4b0ca7990fb9b658fe45e65e4f48fe1c10878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_5386425cf8922751", + "api_calls": 0, + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 15011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9616.01, + "sql_execution_elapsed_ms_total": 5.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48b70d1add290ff1c176812c680970a4436c6c0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:46.659485+00:00", + "ended_at": "2026-05-19T15:28:56.275516+00:00", + "elapsed_ms": 9616.01, + "prompt_metrics": { + "chars": 9188, + "bytes_utf8": 9190, + "lines": 240, + "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": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 364, + "reasoning_output_tokens": 265 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a2db3937d32564427c7f2dc6874b69533cb1ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba69b76452b181ebc9cf1926f8e09d924db0df5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-9333-7ab2-911f-c132bdad7e25"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"release_year\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"release_year\\\" and measure_col=\\\"release_year\\\". Used CAST to INTEGER because the schema stores \\\"release_year\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14647,"cached_input_tokens":12032,"output_tokens":364,"reasoning_output_tokens":265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..243d1b1894b421e091ea329a9939af0eee6d09bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"release_year\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY total_measure DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"release_year\" and measure_col=\"release_year\". Used CAST to INTEGER because the schema stores \"release_year\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5386425cf8922751/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a34809d95b51e072cf6ead120f48d1eec3da89cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9479, "bytes_utf8": 9481, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14736, "cached_input_tokens": 13696, "output_tokens": 395, "reasoning_output_tokens": 277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b004ebb0764d681d1f8e0df3b8427cff2b4b35da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_57f468193c4fc1ae", + "api_calls": 0, + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 395, + "total_tokens": 15131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10713.81, + "sql_execution_elapsed_ms_total": 6.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d727b6ceff79511061465eb8961eadabcfb5341f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:28.879553+00:00", + "ended_at": "2026-05-19T15:39:39.593400+00:00", + "elapsed_ms": 10713.81, + "prompt_metrics": { + "chars": 9479, + "bytes_utf8": 9481, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 395, + "reasoning_output_tokens": 277 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2bdbed71b30fdb16ef60c43b4617635da906064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=type, group_col_2=release_year.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "type", + "group_col_2": "release_year", + "predicate_col": "type", + "predicate_op": "=", + "predicate_value": "Movie", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0be6e5a49986336d953d496950a1bed335338c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-6001-7fc1-8a1e-0a55efce748d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"type\\\", \\\"release_year\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" = 'Movie'\\nGROUP BY \\\"type\\\", \\\"release_year\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the required template with bound roles group_col=\\\"type\\\", group_col_2=\\\"release_year\\\", and predicate \\\"type\\\" = 'Movie'. The \\\"type\\\" column will be constant within the filtered result.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14736,"cached_input_tokens":13696,"output_tokens":395,"reasoning_output_tokens":277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e27a76fb2175a8f98d1b45e74a04c30d023c45b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"type\", \"release_year\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nWHERE \"type\" = 'Movie'\nGROUP BY \"type\", \"release_year\"\nORDER BY \"row_count\" DESC;","notes":"Uses the required template with bound roles group_col=\"type\", group_col_2=\"release_year\", and predicate \"type\" = 'Movie'. The \"type\" column will be constant within the filtered result."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_57f468193c4fc1ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63ef016192d9e8a91e67536d7cda6f67749aa9e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9151, "bytes_utf8": 9153, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9151, "bytes_utf8": 9153, "lines": 238, "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": 293, "bytes_utf8": 293, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 12032, "output_tokens": 199, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3685712ad4dbc328840bbaf3b1872f48d4a1e883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_58c02351608569f8", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 199, + "total_tokens": 14855, + "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": 9514.5, + "sql_execution_elapsed_ms_total": 5.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6fabc8d478d6feb58e0a95e1eeb4f1edc9e823c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:25.457007+00:00", + "ended_at": "2026-05-19T15:59:28.188288+00:00", + "elapsed_ms": 2731.25, + "returncode": 1, + "prompt_metrics": { + "chars": 9151, + "bytes_utf8": 9153, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5eb2e79e195d90154d7c11cb48e182caa38f292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:29.190361+00:00", + "ended_at": "2026-05-19T15:59:35.973642+00:00", + "elapsed_ms": 6783.25, + "prompt_metrics": { + "chars": 9151, + "bytes_utf8": 9153, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 646, + "bytes_utf8": 646, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 293, + "bytes_utf8": 293, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 199, + "reasoning_output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b529173238547838e59a7517cc272c54b4e940c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b529173238547838e59a7517cc272c54b4e940c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd5dc9cdc357adc4334733e519a76991c0448b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a20c-7331-bf0f-3e5c87cdac3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb9b6dca08ff72ef0d4ce67625df7345d829a30d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a20c-7331-bf0f-3e5c87cdac3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cd3ff7e7cfd30c80c4963449cb0c2e307f84aa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-b0b3-77d2-bbbe-956228be798e"} +{"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 \\\"type\\\",\\n COUNT(*) AS support\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY support ASC, \\\"type\\\"\\nLIMIT 14;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"type\\\" and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":12032,"output_tokens":199,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15fde58c1e5fef9efa9d1cab081d87b107c84b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"type\",\n COUNT(*) AS support\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY support ASC, \"type\"\nLIMIT 14;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"type\" and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_58c02351608569f8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e415d81c0ebf2ad60324b09abce4fc51833d5766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9741, "bytes_utf8": 9743, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 663, "bytes_utf8": 663, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14785, "cached_input_tokens": 12032, "output_tokens": 489, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..895a66b6212c5ef56f3ce11b527dae3bf129cad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_5c8aa7ad2b2466e6", + "api_calls": 0, + "input_tokens": 14785, + "cached_input_tokens": 12032, + "output_tokens": 489, + "total_tokens": 15274, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17277.98, + "sql_execution_elapsed_ms_total": 7.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49c34e973f975d9e5128226679d355bbc8cc2a73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:32.253443+00:00", + "ended_at": "2026-05-19T15:43:49.531460+00:00", + "elapsed_ms": 17277.98, + "prompt_metrics": { + "chars": 9741, + "bytes_utf8": 9743, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1699, + "bytes_utf8": 1699, + "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": 663, + "bytes_utf8": 663, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14785, + "cached_input_tokens": 12032, + "output_tokens": 489, + "reasoning_output_tokens": 319 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc6f83e797fcc331e3a15a92e47a96084c684d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3f16e23bbef12d6fd2de885b1e0efdfa56004e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e8-169a-7491-9599-87c40cdfecb6"} +{"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 1986794, Requested 15420. Please try again in 66ms. 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 1994717, Requested 15420. Please try again in 304ms. 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 \\\"release_year\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n FROM \\\"c17\\\"\\n GROUP BY \\\"release_year\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"release_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\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"release_year\\\" and measure_col=\\\"release_year\\\". CAST was added because \\\"release_year\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14785,"cached_input_tokens":12032,"output_tokens":489,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea39f425be781100ba5a4d166a8b6fc77291fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"release_year\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n FROM \"c17\"\n GROUP BY \"release_year\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"release_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":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"release_year\" and measure_col=\"release_year\". CAST was added because \"release_year\" 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_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5c8aa7ad2b2466e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01ebb3f7efc80ff709278de4a96e76bc0f26d1e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9480, "bytes_utf8": 9482, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14737, "cached_input_tokens": 13696, "output_tokens": 282, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e328a72921fc1bdb5135769277ddfc0a2fa980d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_5d9587e3ed4fae70", + "api_calls": 0, + "input_tokens": 14737, + "cached_input_tokens": 13696, + "output_tokens": 282, + "total_tokens": 15019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7808.11, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f30392a2d4512cb16d4e946684f9060a4578d5b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:40.229614+00:00", + "ended_at": "2026-05-19T15:40:48.037755+00:00", + "elapsed_ms": 7808.11, + "prompt_metrics": { + "chars": 9480, + "bytes_utf8": 9482, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14737, + "cached_input_tokens": 13696, + "output_tokens": 282, + "reasoning_output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce9c0efdea1af76481e882a46769f50d92d939c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=type, group_col_2=release_year.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "type", + "group_col_2": "release_year", + "predicate_col": "rating", + "predicate_op": "=", + "predicate_value": "TV-Y", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5feb24fcf9a3e50250472b8410537df08752fbaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-76a9-7113-ab5a-151c54b0c588"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"type\\\", \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" = 'TV-Y'\\nGROUP BY \\\"type\\\", \\\"release_year\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=type, group_col_2=release_year, and predicate rating = 'TV-Y'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14737,"cached_input_tokens":13696,"output_tokens":282,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b938efbdec11e526f6e317fb077e1f4f319390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"type\", \"release_year\", COUNT(*) AS row_count\nFROM \"c17\"\nWHERE \"rating\" = 'TV-Y'\nGROUP BY \"type\", \"release_year\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=type, group_col_2=release_year, and predicate rating = 'TV-Y'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5d9587e3ed4fae70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1a9ed6c2313ae1bc8243fcc50cb10e6d2bf6740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9256, "bytes_utf8": 9258, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e65388ba5c896a1e3ffc31c1ec4b9fc5c4f164d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_5e87cafbbac99abe", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 15120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12187.64, + "sql_execution_elapsed_ms_total": 39.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c3f0a48e509ca0f5178f344b94789bd9669ea0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:26.335603+00:00", + "ended_at": "2026-05-19T16:00:38.523288+00:00", + "elapsed_ms": 12187.64, + "prompt_metrics": { + "chars": 9256, + "bytes_utf8": 9258, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 608, + "bytes_utf8": 608, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 463, + "reasoning_output_tokens": 305 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08eb8eb82d3aa500438ea3ec72647e86346ce698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06dfb4c4bce999fbd3ae492c5d80d8acdcd9a237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8fe7-7a02-a31a-a7a112457259"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"type\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"type\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" IS NOT NULL\\n AND \\\"type\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Added filtering for empty/null grouping and measure values to form a stable view, and cast \\\"release_year\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12032,"output_tokens":463,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad584fdbd9f7fae82ec0ae4291018c00fbf1bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"type\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"type\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"type\" IS NOT NULL\n AND \"type\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Used the required Window Partition Average template with group_col=\"type\" and measure_col=\"release_year\". Added filtering for empty/null grouping and measure values to form a stable view, and cast \"release_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_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5e87cafbbac99abe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a72037453d195c329839af7bbb2d94f14cac2a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9180, "bytes_utf8": 9182, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 326, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9832a761c78a4aa3d6a8ce2fb8b6b6758c4bf81e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_62d16fe52ca1c024", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 326, + "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": 12318.05, + "sql_execution_elapsed_ms_total": 6.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9d2257e1afe3e8e58ef07bf37a5aad93f38c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:27.155916+00:00", + "ended_at": "2026-05-19T15:29:39.474025+00:00", + "elapsed_ms": 12318.05, + "prompt_metrics": { + "chars": 9180, + "bytes_utf8": 9182, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 736, + "bytes_utf8": 736, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 326, + "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_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ed2912a744858444e975a2e74a494fbf54b65ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43e8e7d906070a683acc0ca1b7f838b193adbc59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-316b-7423-8104-17e7da4a090f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"duration\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with \\\"duration\\\" as the grouping column and CAST(\\\"release_year\\\" AS INTEGER) because the schema stores release_year as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":326,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e988c434ff6e3108f0332ede610ecc2f8e7cee41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"duration\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"duration\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with \"duration\" as the grouping column and CAST(\"release_year\" AS INTEGER) because the schema stores release_year as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_62d16fe52ca1c024/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9148de3ebfecf7c33e524e3f6005cbfe259f19f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9989, "bytes_utf8": 9991, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14855, "cached_input_tokens": 12032, "output_tokens": 457, "reasoning_output_tokens": 286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5123934313438071be11ce11ef259004c5220881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6411fce0476ff52a", + "api_calls": 0, + "input_tokens": 14855, + "cached_input_tokens": 12032, + "output_tokens": 457, + "total_tokens": 15312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10333.04, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1ab8a7ee74ba36a354e7604742c6570812e2ba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:00.742007+00:00", + "ended_at": "2026-05-19T15:39:11.075085+00:00", + "elapsed_ms": 10333.04, + "prompt_metrics": { + "chars": 9989, + "bytes_utf8": 9991, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 986, + "bytes_utf8": 986, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14855, + "cached_input_tokens": 12032, + "output_tokens": 457, + "reasoning_output_tokens": 286 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a38e8ed341a18c7b1fa57d7f7ca79d4c151f706 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8072c4722d9883a1fa3f5daab918b29f0cd6f5cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-f210-7583-8644-0d0bbedadbb4"} +{"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 \\\"release_year\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c17\\\"\\n GROUP BY \\\"release_year\\\"\\n)\\nSELECT \\\"release_year\\\",\\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 Movie rows to TV Show rows for each release_year; the ratio is NULL when a year has no TV Show rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14855,"cached_input_tokens":12032,"output_tokens":457,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..868320bedd2cb226f022e6a33944a8153ba38783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"release_year\",\n SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c17\"\n GROUP BY \"release_year\"\n)\nSELECT \"release_year\",\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 Movie rows to TV Show rows for each release_year; the ratio is NULL when a year has no TV Show rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01f84fafce53a7061d24df5a4f6c8855a449026c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9579, "bytes_utf8": 9581, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 13696, "output_tokens": 673, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8bccd441471031ca92b4bff84e74f0fc00245c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_68456fb1fb16c2a3", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 13696, + "output_tokens": 673, + "total_tokens": 15436, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13128.59, + "sql_execution_elapsed_ms_total": 27.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38f47498540309c658f01f8ad9ec0408efb1942a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:01.920281+00:00", + "ended_at": "2026-05-19T15:33:15.048908+00:00", + "elapsed_ms": 13128.59, + "prompt_metrics": { + "chars": 9579, + "bytes_utf8": 9581, + "lines": 242, + "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": 584, + "bytes_utf8": 584, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 13696, + "output_tokens": 673, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90385d736adf682a1d872f57e88e72b533580037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "item_col": "date_added", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1830908fa3400d45d7023fc7e3281c4d27ead2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-7868-7bf0-9847-987ccc98d7be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"date_added\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\", \\\"date_added\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"type\\\", item_col=\\\"date_added\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to INTEGER because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":13696,"output_tokens":673,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88a320a1a9830f173a04cea0bb6b6121f4721922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"type\", \"date_added\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"type\", \"date_added\"\nORDER BY share_within_group DESC;","notes":"Applied the provided template with group_col=\"type\", item_col=\"date_added\", and measure_col=\"release_year\". Cast \"release_year\" to INTEGER because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_68456fb1fb16c2a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0f921fc87094613aefe17871937c7765698dc14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9733, "bytes_utf8": 9735, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 789, "bytes_utf8": 789, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 659, "reasoning_output_tokens": 460}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad00aae0cf4e7bc64c357459236737095a30957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_690010ae3669afeb", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 659, + "total_tokens": 15442, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12399.41, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa2d3dae0e3773eab3c57a73bb376df7fdfead89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:44.045748+00:00", + "ended_at": "2026-05-19T15:46:56.445198+00:00", + "elapsed_ms": 12399.41, + "prompt_metrics": { + "chars": 9733, + "bytes_utf8": 9735, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1176, + "bytes_utf8": 1176, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 659, + "reasoning_output_tokens": 460 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81a04fbf001bfa63f93ed291af70ea2b6a7362e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a9cfc9fc4f1e73af97e92df5d20e5a76d585425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-0448-7c40-a55c-10075b946635"} +{"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 \\\"duration\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n GROUP BY \\\"duration\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"duration\\\", 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 requested template with group_col=\\\"duration\\\" and measure_col=\\\"release_year\\\", casting release_year to INTEGER for SQLite aggregation and filtering out empty values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":13696,"output_tokens":659,"reasoning_output_tokens":460}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00bbd4e8cc9f32b2567876f284ff5b7dc8093abf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"duration\", SUM(CAST(\"release_year\" AS INTEGER)) AS group_value\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n GROUP BY \"duration\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"duration\", 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 requested template with group_col=\"duration\" and measure_col=\"release_year\", casting release_year to INTEGER for SQLite aggregation and filtering out empty values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_690010ae3669afeb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66fc85fad1fe4c8cad74d1f03bc70d8f1ac8b08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9255, "bytes_utf8": 9257, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9255, "bytes_utf8": 9257, "lines": 240, "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": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9acb3047418193110350afac992dbcac45b0c728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_694043cb08f9b445", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 14965, + "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": 13040.73, + "sql_execution_elapsed_ms_total": 16.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64f6acd0c4766b5fbfe8c4f12c6d6662f692a77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:38.570941+00:00", + "ended_at": "2026-05-19T16:00:41.448671+00:00", + "elapsed_ms": 2877.69, + "returncode": 1, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9257, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..552861482c80803bb8c64b93ceb66d5892596c32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:42.451971+00:00", + "ended_at": "2026-05-19T16:00:52.615073+00:00", + "elapsed_ms": 10163.04, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9257, + "lines": 240, + "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": 14656, + "cached_input_tokens": 12032, + "output_tokens": 309, + "reasoning_output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7fb2269cf41d4b9447054e38357db2fb2ba6296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7fb2269cf41d4b9447054e38357db2fb2ba6296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f14e1e7ef5544b0e23411651d9ebd2bcd75b4bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-bfac-78e2-b685-f62281de90a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3fd9a798765baf9a61c127b6f77dc44d6776b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-bfac-78e2-b685-f62281de90a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63391052f06c7b75497bac39919a65953841a775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-cefb-7d71-8fb4-c0dcfe67800e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"type\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"type\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":12032,"output_tokens":309,"reasoning_output_tokens":208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0940d0bafa7650fa617429ac3304b4d224eec923 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"type\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"type\") AS avg_measure\nFROM \"c17\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"type\" and measure_col=\"release_year\". Cast \"release_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_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_694043cb08f9b445/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0561efbb09c78636c5a907470b4333822ff37f51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9115, "bytes_utf8": 9117, "lines": 238, "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": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 285, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1e4793fed8c746461c521373b1e3a7f0bc930be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_69707630e2b5f459", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 285, + "total_tokens": 14921, + "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": 14833.75, + "sql_execution_elapsed_ms_total": 5.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cec07835fc146730c6d55be3af91f710afd13cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:25.003860+00:00", + "ended_at": "2026-05-19T15:57:28.096401+00:00", + "elapsed_ms": 3092.51, + "returncode": 1, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83a570ea954e1c9803ff6c30bb99338743ebd3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:29.098330+00:00", + "ended_at": "2026-05-19T15:57:40.839617+00:00", + "elapsed_ms": 11741.24, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "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": 373, + "bytes_utf8": 373, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 285, + "reasoning_output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2030299d8ca0eed2409d613c08c1b34696bab3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2030299d8ca0eed2409d613c08c1b34696bab3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a81eebbb40901341512504bd518af95eff8042b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-cba6-77c3-a59d-2dc2b58b6dd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ace10b7e042667f367c202620e3bd292ffe22c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-cba6-77c3-a59d-2dc2b58b6dd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ead6a6fe2e1ab24ff9d154dfc9ee30b8150484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-db8e-7b90-bdfc-35ad202c8443"} +{"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(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c17\\\";\",\"notes\":\"Used the requested Threshold Rarity CDF template on \\\"release_year\\\" with threshold 2019.0. Cast \\\"release_year\\\" to REAL because it is stored as TEXT in the SQLite schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":285,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbb7ec8a9c090282cbea38f5c471181bb49d7c4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"release_year\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c17\";","notes":"Used the requested Threshold Rarity CDF template on \"release_year\" with threshold 2019.0. Cast \"release_year\" to REAL because it is stored as TEXT in the SQLite schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_69707630e2b5f459/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf5a2c0ba08ff682c35057a61ab9d497c7f38011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9584, "bytes_utf8": 9586, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 766, "bytes_utf8": 766, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 700, "reasoning_output_tokens": 484}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a0472959ef352d0007e4def9346ced00a00fd45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6c869e5af9040f06", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 700, + "total_tokens": 15463, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16518.34, + "sql_execution_elapsed_ms_total": 27.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb242fe0ddb9ca3d0c17d967f6bde7bfa993cd86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:58.405532+00:00", + "ended_at": "2026-05-19T15:34:14.923916+00:00", + "elapsed_ms": 16518.34, + "prompt_metrics": { + "chars": 9584, + "bytes_utf8": 9586, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1178, + "bytes_utf8": 1178, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 700, + "reasoning_output_tokens": 484 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22ee3154d9a3aea2af237a7dc119f01305bda2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "item_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0d92fab78ff3671d2f16db94f30fbc92bf38f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-54f4-7900-9ff7-b408e827d8a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"rating\\\",\\n \\\"duration\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"rating\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" IS NOT NULL\\n AND \\\"rating\\\" <> ''\\n AND \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"rating\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with \\\"rating\\\" as group_col and \\\"duration\\\" as item_col. \\\"release_year\\\" is cast to INTEGER because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":12032,"output_tokens":700,"reasoning_output_tokens":484}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6700f85f7b089ca9510e3aec04ec0b2589e6b6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"rating\",\n \"duration\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"rating\") AS share_within_group\nFROM \"c17\"\nWHERE \"rating\" IS NOT NULL\n AND \"rating\" <> ''\n AND \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"rating\", \"duration\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with \"rating\" as group_col and \"duration\" as item_col. \"release_year\" is cast to INTEGER because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6c869e5af9040f06/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a22223b027239cbb087154b8a5fe2b90b4231301 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14636, "cached_input_tokens": 13696, "output_tokens": 296, "reasoning_output_tokens": 187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dc660f99d9d35a1e6c62b550634771f33c67aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6d857e39cb0619a0", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 296, + "total_tokens": 14932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11473.9, + "sql_execution_elapsed_ms_total": 6.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78e4c7469586c921d73930fc885720ca2ad3b352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:38.985775+00:00", + "ended_at": "2026-05-19T15:56:50.459711+00:00", + "elapsed_ms": 11473.9, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 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": 14636, + "cached_input_tokens": 13696, + "output_tokens": 296, + "reasoning_output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fb383f27e095b30e2cb07ae5e40d3764aeb17ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6f9cbf80bd5c8fb6390e83bc61fd1cf394a620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-17ec-78f0-bb4f-39a75e104c10"} +{"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(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c17\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"release_year\\\" and threshold 2019.0. CAST is used because \\\"release_year\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":296,"reasoning_output_tokens":187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9cffed31c16517364d375222d749b4da1512297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"release_year\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c17\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"release_year\" and threshold 2019.0. CAST is used because \"release_year\" 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_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d857e39cb0619a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d82f2e8329014bbb072c63bd5b94e071a76d876b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6e0e202ca7499c4d", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 13696, + "output_tokens": 381, + "total_tokens": 15026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10297.33, + "sql_execution_elapsed_ms_total": 6.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8080280ce1be38996acd8c9a4782b4e2cf495009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:56.286549+00:00", + "ended_at": "2026-05-19T15:29:06.583912+00:00", + "elapsed_ms": 10297.33, + "prompt_metrics": { + "chars": 9174, + "bytes_utf8": 9176, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 13696, + "output_tokens": 381, + "reasoning_output_tokens": 262 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83f3522ceb03c569239e669bd229d32e4b6cbcae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "rating", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdddb1cd2ab49cb50dd53c6e7db328275e7dad11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-b8c8-7020-a5db-54dcb8e68a59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the requested grouped numeric sum template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". \\\"release_year\\\" is stored as TEXT in the schema, so it is cast to INTEGER for a SQLite-safe numeric SUM; empty strings are converted to NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":13696,"output_tokens":381,"reasoning_output_tokens":262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a279d8187b531dd35ce94a648d5e1e23677328d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"rating\", SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY total_measure DESC;","notes":"Uses the requested grouped numeric sum template with group_col=\"rating\" and measure_col=\"release_year\". \"release_year\" is stored as TEXT in the schema, so it is cast to INTEGER for a SQLite-safe numeric SUM; empty strings are converted to NULL via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6e0e202ca7499c4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c55cbb76afbdf3dc4e3affb6f95c2fb67892a82c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/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": "2026-05-19T16:01:47.983119+00:00", + "ended_at": "2026-05-19T16:01:51.409235+00:00", + "elapsed_ms": 3426.09, + "returncode": 1, + "prompt_metrics": { + "chars": 9264, + "bytes_utf8": 9266, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa6adf757d36ee996d8442d352014fd9db298ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/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": "2026-05-19T16:01:52.411491+00:00", + "ended_at": "2026-05-19T16:01:56.176956+00:00", + "elapsed_ms": 3765.43, + "returncode": 1, + "prompt_metrics": { + "chars": 9264, + "bytes_utf8": 9266, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd5aadbde6df51490837d2ea77786b7dfc129983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd5aadbde6df51490837d2ea77786b7dfc129983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bca42cd3070f3a30545d3fc2b018240c82241d52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cef1-7132-8504-9351c4a37236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c29a0cc596c80dc02a75bd9306dd3686da60d757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cef1-7132-8504-9351c4a37236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54fd15b43c03d6921067fbecd0f2623a4a250bb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e034-76e3-9a37-eb33f9f2e155"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7fc91636a261a4f3865bc0503649c459a586971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e034-76e3-9a37-eb33f9f2e155"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_758cfcc15e99ce53/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bc04150601bbc3711f9dc66e797a213f3dd85ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9171, "bytes_utf8": 9173, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 362, "reasoning_output_tokens": 262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3d88bae2188b5216af158e11a4bc0fb2515b426 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_78c40f436bab0d80", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 362, + "total_tokens": 15007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.98, + "sql_execution_elapsed_ms_total": 4.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed5f071a74b53c299c91326f5e3f0fea4c10a8c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:50.226256+00:00", + "ended_at": "2026-05-19T15:30:02.600260+00:00", + "elapsed_ms": 12373.98, + "prompt_metrics": { + "chars": 9171, + "bytes_utf8": 9173, + "lines": 240, + "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": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 362, + "reasoning_output_tokens": 262 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bf8bbc44205d8fdc609712f8ac2fe2b4a2dac2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58aafedd9ca30a34b833ec1dee5f1327c9bad3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-8ba2-7600-b1af-70b4802cdabb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped sum template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". CAST is applied because \\\"release_year\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":362,"reasoning_output_tokens":262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..090294b63a7626d06d61c5604ec1c5a8770f68a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"type\", SUM(CAST(\"release_year\" AS INTEGER)) AS \"total_measure\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped sum template with group_col=\"type\" and measure_col=\"release_year\". CAST is applied because \"release_year\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_78c40f436bab0d80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a1121ffaea558fa9c3fb77ab9aa95c3606a8570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9582, "bytes_utf8": 9584, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14764, "cached_input_tokens": 12032, "output_tokens": 713, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..886dd7f51715d288ba73389c88a984dee104889d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_80bc201da1b705c2", + "api_calls": 0, + "input_tokens": 14764, + "cached_input_tokens": 12032, + "output_tokens": 713, + "total_tokens": 15477, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13615.53, + "sql_execution_elapsed_ms_total": 34.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97637210082844da4f592cbb0c371b52ba9860e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:48.259923+00:00", + "ended_at": "2026-05-19T15:33:01.875490+00:00", + "elapsed_ms": 13615.53, + "prompt_metrics": { + "chars": 9582, + "bytes_utf8": 9584, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1092, + "bytes_utf8": 1092, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14764, + "cached_input_tokens": 12032, + "output_tokens": 713, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..612978a0fb27b91f5ea2a76a37db9cebf579f6ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "item_col": "date_added", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d5e1ba3f783da64eb1f6f8ae85d7bca8cca3df7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-4315-7643-9dc9-b17bd72e9016"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"type\\\",\\n \\\"date_added\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"type\\\", \\\"date_added\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"type\\\", item_col=\\\"date_added\\\", and measure_col=\\\"release_year\\\". CAST is used because \\\"release_year\\\" is stored as TEXT in SQLite; LIMIT 14 follows the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14764,"cached_input_tokens":12032,"output_tokens":713,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68be55901804b4e6cdde4f53da9a13febbd5ee8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"type\",\n \"date_added\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY \"type\", \"date_added\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Applied the Within-Group Share of Total template with group_col=\"type\", item_col=\"date_added\", and measure_col=\"release_year\". CAST is used because \"release_year\" is stored as TEXT in SQLite; LIMIT 14 follows the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29966af78840cbe6ca962ba458049657f837dc24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9072, "bytes_utf8": 9074, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 300, "bytes_utf8": 300, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 205, "reasoning_output_tokens": 127}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb3e4f0512bea7cbb7ed6adce8a07ef2704d389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_8134075520374aa7", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 205, + "total_tokens": 14823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9446.77, + "sql_execution_elapsed_ms_total": 5.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91751c42fcf358194dfb56c1bd7ba167509c2443 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:11.350125+00:00", + "ended_at": "2026-05-19T15:32:20.796939+00:00", + "elapsed_ms": 9446.77, + "prompt_metrics": { + "chars": 9072, + "bytes_utf8": 9074, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 646, + "bytes_utf8": 646, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 300, + "bytes_utf8": 300, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 205, + "reasoning_output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27351ea02128b02b0b4273a5a2d6b0f6bb0c1b86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=type.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd478d37a1ca195d5bfd987d1fdddb52460f0d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-b2d3-77f0-a52a-bd20b7fa4126"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"type\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the Grouped Count by Category template with group_col bound to \\\"type\\\" to measure the count distribution across target subgroups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":13696,"output_tokens":205,"reasoning_output_tokens":127}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f657a3f15950b2ce6a02d3d7a7b10bbf7348ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"type\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY row_count DESC;","notes":"Applies the Grouped Count by Category template with group_col bound to \"type\" to measure the count distribution across target subgroups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7be2e481abde9f9e481a6d3028ff279c764bca2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9487, "bytes_utf8": 9489, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14736, "cached_input_tokens": 13696, "output_tokens": 327, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14b697e92067188293fc3356d9ce0f97d758c2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_830ead77c6e2db37", + "api_calls": 0, + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 327, + "total_tokens": 15063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8817.73, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f8d7d0dbbd9b0996ef82388b25e2f854bf228eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:18.909129+00:00", + "ended_at": "2026-05-19T15:40:27.726892+00:00", + "elapsed_ms": 8817.73, + "prompt_metrics": { + "chars": 9487, + "bytes_utf8": 9489, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14736, + "cached_input_tokens": 13696, + "output_tokens": 327, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5b54f813f93c58e820d06d5e3234a75b4b3149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=release_year, group_col_2=duration.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "release_year", + "group_col_2": "duration", + "predicate_col": "type", + "predicate_op": "=", + "predicate_value": "Movie", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ace1fbc1417c34e380efcd85db3548ea9c304afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-236c-7551-9a9d-a84bf798f1af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"release_year\\\", \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" = 'Movie'\\nGROUP BY \\\"release_year\\\", \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the required filtered two-dimensional group count template with group_col=\\\"release_year\\\", group_col_2=\\\"duration\\\", and predicate type = 'Movie' on the single table \\\"c17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14736,"cached_input_tokens":13696,"output_tokens":327,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65bc035c042cafe6f1b05a45a42a3018026b8b44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"release_year\", \"duration\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nWHERE \"type\" = 'Movie'\nGROUP BY \"release_year\", \"duration\"\nORDER BY \"row_count\" DESC;","notes":"Applied the required filtered two-dimensional group count template with group_col=\"release_year\", group_col_2=\"duration\", and predicate type = 'Movie' on the single table \"c17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc130a3b6412a4a5f31032b63439c8380622ebf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9591, "bytes_utf8": 9593, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1436, "bytes_utf8": 1436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14764, "cached_input_tokens": 13696, "output_tokens": 917, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6e18e4eca1f08898a1fa4c4322a3e9ed10921ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_83457d770177c124", + "api_calls": 0, + "input_tokens": 14764, + "cached_input_tokens": 13696, + "output_tokens": 917, + "total_tokens": 15681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15144.38, + "sql_execution_elapsed_ms_total": 53.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7ca303bb351c14027203c1d8932143a458a9812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:47.876987+00:00", + "ended_at": "2026-05-19T15:35:03.021418+00:00", + "elapsed_ms": 15144.38, + "prompt_metrics": { + "chars": 9591, + "bytes_utf8": 9593, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1956, + "bytes_utf8": 1956, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1436, + "bytes_utf8": 1436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14764, + "cached_input_tokens": 13696, + "output_tokens": 917, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e5e4123f26ab76060ebd6900dab88667bf7efd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "item_col": "listed_in", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec9b976b5bedcdfa45a175b0eb0af4756c09ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-1667-7781-87cd-f1662226e0cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"duration\\\",\\n \\\"listed_in\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\n FROM \\\"c17\\\"\\n WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"listed_in\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n GROUP BY \\\"duration\\\", \\\"listed_in\\\"\\n),\\n\\\"eligible_groups\\\" AS (\\n SELECT \\\"duration\\\"\\n FROM \\\"c17\\\"\\n WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n GROUP BY \\\"duration\\\"\\n HAVING COUNT(*) >= 5\\n)\\nSELECT\\n \\\"grouped\\\".\\\"duration\\\",\\n \\\"grouped\\\".\\\"listed_in\\\",\\n \\\"grouped\\\".\\\"total_measure\\\",\\n \\\"grouped\\\".\\\"total_measure\\\" * 100.0\\n / SUM(\\\"grouped\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"grouped\\\".\\\"duration\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nJOIN \\\"eligible_groups\\\"\\n ON \\\"grouped\\\".\\\"duration\\\" = \\\"eligible_groups\\\".\\\"duration\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the required Within-Group Share of Total template with group_col=\\\"duration\\\", item_col=\\\"listed_in\\\", and measure_col=\\\"release_year\\\". Since \\\"release_year\\\" is stored as TEXT in the schema snapshot, it is cast to INTEGER before summing. Blank values are excluded, and groups are restricted to durations with at least 5 rows using the provided min_group_size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14764,"cached_input_tokens":13696,"output_tokens":917,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bac2284308c7f5e1190f444fcd626e74c7188c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"duration\",\n \"listed_in\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS \"total_measure\"\n FROM \"c17\"\n WHERE NULLIF(TRIM(\"duration\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"listed_in\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"release_year\"), '') IS NOT NULL\n GROUP BY \"duration\", \"listed_in\"\n),\n\"eligible_groups\" AS (\n SELECT \"duration\"\n FROM \"c17\"\n WHERE NULLIF(TRIM(\"duration\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"release_year\"), '') IS NOT NULL\n GROUP BY \"duration\"\n HAVING COUNT(*) >= 5\n)\nSELECT\n \"grouped\".\"duration\",\n \"grouped\".\"listed_in\",\n \"grouped\".\"total_measure\",\n \"grouped\".\"total_measure\" * 100.0\n / SUM(\"grouped\".\"total_measure\") OVER (PARTITION BY \"grouped\".\"duration\") AS \"share_within_group\"\nFROM \"grouped\"\nJOIN \"eligible_groups\"\n ON \"grouped\".\"duration\" = \"eligible_groups\".\"duration\"\nORDER BY \"share_within_group\" DESC\nLIMIT 17;","notes":"Used the required Within-Group Share of Total template with group_col=\"duration\", item_col=\"listed_in\", and measure_col=\"release_year\". Since \"release_year\" is stored as TEXT in the schema snapshot, it is cast to INTEGER before summing. Blank values are excluded, and groups are restricted to durations with at least 5 rows using the provided min_group_size binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e834325019adf4e4b157d2c75eb60949f8b85bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1657, "bytes_utf8": 1657, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 2210, "reasoning_output_tokens": 1625}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fad30bd4452a8708bb3457c200dc7ef65fe655a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_844721d5a72bd3e4", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2210, + "total_tokens": 16893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36340.63, + "sql_execution_elapsed_ms_total": 55.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d83e7f669f7f700cedc2ad63dc65554a1c919266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:41.103220+00:00", + "ended_at": "2026-05-19T15:51:17.443881+00:00", + "elapsed_ms": 36340.63, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2261, + "bytes_utf8": 2261, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1657, + "bytes_utf8": 1657, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2210, + "reasoning_output_tokens": 1625 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fed39777fbaa6dffc835a544f0fb9bcf9d30d710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff6f40235caefe5f1a1f394886774f52fab191c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-a1f9-70f2-86d4-fe8f33f6f49e"} +{"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 \\\"type\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"type\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"type\\\") AS \\\"cnt\\\"\\n FROM \\\"c17\\\"\\n WHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"type\\\",\\n 1.0 + 0.95 * (\\\"cnt\\\" - 1) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lo_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 \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"type\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n lo.\\\"release_year_num\\\" AS \\\"lo_val\\\",\\n hi.\\\"release_year_num\\\" AS \\\"hi_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"type\\\" = p.\\\"type\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lo_rn\\\"\\n JOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"type\\\" = p.\\\"type\\\"\\n AND hi.\\\"rn\\\" = p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"type\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN 1.0 * \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by \\\"type\\\", using linear interpolation over CAST(\\\"release_year\\\" AS INTEGER) and excluding blank release_year values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":2210,"reasoning_output_tokens":1625}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db6b273ed866e5777e6deb7376c8d3dc5e767369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"type\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"type\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"type\") AS \"cnt\"\n FROM \"c17\"\n WHERE TRIM(COALESCE(\"release_year\", '')) <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"type\",\n 1.0 + 0.95 * (\"cnt\" - 1) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lo_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 \"hi_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"type\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n lo.\"release_year_num\" AS \"lo_val\",\n hi.\"release_year_num\" AS \"hi_val\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS lo\n ON lo.\"type\" = p.\"type\"\n AND lo.\"rn\" = p.\"lo_rn\"\n JOIN \"ordered\" AS hi\n ON hi.\"type\" = p.\"type\"\n AND hi.\"rn\" = p.\"hi_rn\"\n)\nSELECT\n \"type\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN 1.0 * \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by \"type\", using linear interpolation over CAST(\"release_year\" AS INTEGER) and excluding blank release_year values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_844721d5a72bd3e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..141bf06b614aa094ffcdbd9a7a3ea3eb37fcf288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9256, "bytes_utf8": 9258, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9256, "bytes_utf8": 9258, "lines": 240, "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": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 13696, "output_tokens": 330, "reasoning_output_tokens": 168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..282a0650bce6d897057486f7e844a31bb1114b4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_85e91d223e22f910", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 13696, + "output_tokens": 330, + "total_tokens": 14987, + "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": 11961.45, + "sql_execution_elapsed_ms_total": 20.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a00a425855c2105ca30aa322df69f60ad639fb3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/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": "2026-05-19T16:01:56.181125+00:00", + "ended_at": "2026-05-19T16:01:59.066972+00:00", + "elapsed_ms": 2885.82, + "returncode": 1, + "prompt_metrics": { + "chars": 9256, + "bytes_utf8": 9258, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26c205c8f3b8046c459d4378b367a8db282ed832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/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": "2026-05-19T16:02:00.068831+00:00", + "ended_at": "2026-05-19T16:02:09.144491+00:00", + "elapsed_ms": 9075.63, + "prompt_metrics": { + "chars": 9256, + "bytes_utf8": 9258, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 13696, + "output_tokens": 330, + "reasoning_output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b2dfaacb9f80ec67d3524fd2ce53132b801dbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b2dfaacb9f80ec67d3524fd2ce53132b801dbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f20f637908074eb86dd58081ee24c0e50091d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-eeeb-7a13-9226-fa0cbfe29a58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe8a477cde32f204fe087913fa99e094ea1248d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-eeeb-7a13-9226-fa0cbfe29a58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a4f74052265b2255e78eb932a81671dd690f38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-fe07-7370-a3a5-57d662e8d180"} +{"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 \\\"type\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"type\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" IS NOT NULL\\n AND TRIM(\\\"type\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to REAL because the schema stores it as TEXT, and filtered null/empty values to produce a stable grouped average view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":13696,"output_tokens":330,"reasoning_output_tokens":168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..00f3717275be9eeb2f2d7f488e2b057a65577320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"type\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"type\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"type\" IS NOT NULL\n AND TRIM(\"type\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Used the required Window Partition Average template with group_col=\"type\" and measure_col=\"release_year\". Cast \"release_year\" to REAL because the schema stores it as TEXT, and filtered null/empty values to produce a stable grouped average view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_85e91d223e22f910/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..091ddf907ea8e4689ee45f7ffb1106765c5ad7d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9348, "bytes_utf8": 9350, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14700, "cached_input_tokens": 13696, "output_tokens": 959, "reasoning_output_tokens": 790}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b77fe53bc8cff5aa9cf5c69617b7f7324344991 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_888ae650889c9365", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 959, + "total_tokens": 15659, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21020.31, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..723d1655d4b0ed3e276142892d9fc460440213c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:17.576457+00:00", + "ended_at": "2026-05-19T15:41:38.596795+00:00", + "elapsed_ms": 21020.31, + "prompt_metrics": { + "chars": 9348, + "bytes_utf8": 9350, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1018, + "bytes_utf8": 1018, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 959, + "reasoning_output_tokens": 790 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7679cd6182bc1afbc76836ddc63ced1dcc574f02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b235c2a8785e2fced04bf4f4ddea5e1b83acc93d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-0899-7cc2-8374-9112fa8a2672"} +{"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(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with 10 tiles on \\\"release_year\\\", casting it to INTEGER for correct numeric ordering and excluding null/blank values before bucketing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":13696,"output_tokens":959,"reasoning_output_tokens":790}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a759e47e83b8e3c363a2265e79a36b0e3eeda64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;","notes":"Applied the Quantile Tail Slice template with 10 tiles on \"release_year\", casting it to INTEGER for correct numeric ordering and excluding null/blank values before bucketing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a4a6fde4fe8447e1e272595214af1633a41a0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9590, "bytes_utf8": 9592, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14765, "cached_input_tokens": 12032, "output_tokens": 1403, "reasoning_output_tokens": 1246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d54a540222798901febad767b4352e80f9c05282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9096bf8dcb3ccbf0", + "api_calls": 0, + "input_tokens": 14765, + "cached_input_tokens": 12032, + "output_tokens": 1403, + "total_tokens": 16168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23431.06, + "sql_execution_elapsed_ms_total": 55.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8592adb9078a295efc860fe9e5c2e25f6b72c8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:36.478213+00:00", + "ended_at": "2026-05-19T15:35:59.909306+00:00", + "elapsed_ms": 23431.06, + "prompt_metrics": { + "chars": 9590, + "bytes_utf8": 9592, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 582, + "bytes_utf8": 582, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14765, + "cached_input_tokens": 12032, + "output_tokens": 1403, + "reasoning_output_tokens": 1246 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8a882a4958c5876243384760f6d8dd140d680a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "item_col": "show_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfcfe161bf5bdec631f7af6f271dac503d7eb1ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-d412-7531-b062-22399bb550ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"release_year\\\", \\\"show_id\\\",\\n SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"release_year\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\", \\\"show_id\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"release_year\\\", item_col=\\\"show_id\\\", and numeric coercion on \\\"release_year\\\" for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14765,"cached_input_tokens":12032,"output_tokens":1403,"reasoning_output_tokens":1246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0eb89471d7cd3835cf14d48863ccc81c8980ad2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"release_year\", \"show_id\",\n SUM(CAST(\"release_year\" AS REAL)) AS total_measure,\n SUM(CAST(\"release_year\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"release_year\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"release_year\", \"show_id\"\nORDER BY share_within_group DESC;","notes":"Instantiated the Within-Group Share of Total template with group_col=\"release_year\", item_col=\"show_id\", and numeric coercion on \"release_year\" for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9096bf8dcb3ccbf0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fff007cca11a50c3cca88e51b578ebef56592b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9155, "bytes_utf8": 9157, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9155, "bytes_utf8": 9157, "lines": 238, "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": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 13696, "output_tokens": 242, "reasoning_output_tokens": 152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b588259223e9129d5d2f7e5103fdbb7d85d3b5d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_90ddd93a7f471a19", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 242, + "total_tokens": 14898, + "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": 11125.85, + "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_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..832f2aefb65da06b2a30a66bf4e21d31fcee35c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/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": "2026-05-19T15:58:46.018575+00:00", + "ended_at": "2026-05-19T15:58:49.330230+00:00", + "elapsed_ms": 3311.63, + "returncode": 1, + "prompt_metrics": { + "chars": 9155, + "bytes_utf8": 9157, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da893020a962b985e53b44aa6e113f9a65a5410f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/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": "2026-05-19T15:58:50.331847+00:00", + "ended_at": "2026-05-19T15:58:58.146103+00:00", + "elapsed_ms": 7814.22, + "prompt_metrics": { + "chars": 9155, + "bytes_utf8": 9157, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 242, + "reasoning_output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ca2718f06bcf24616627941af25429dd4883fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "rating", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ca2718f06bcf24616627941af25429dd4883fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "rating", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6a7855359361dcf5a3f9e1efa6fa2e9b4bbc94a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-07ea-7862-b7ca-0d201bee878b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..511bf717633b45ed04e5cfb013d7cc603b670ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-07ea-7862-b7ca-0d201bee878b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..554553c11e9d85688651cfc8c3f48b6b0453ac02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-18dd-79f1-bb24-b55f450060bf"} +{"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 \\\"rating\\\",\\n COUNT(*) AS support\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY support ASC, \\\"rating\\\"\\nLIMIT 12;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"rating\\\" on the single table \\\"c17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":13696,"output_tokens":242,"reasoning_output_tokens":152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5172a2ec938bf8de5f5dafa3210bc0c3c3064cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"rating\",\n COUNT(*) AS support\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY support ASC, \"rating\"\nLIMIT 12;","notes":"Applies the Low-Support Group Count template with group_col bound to \"rating\" on the single table \"c17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90ddd93a7f471a19/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1630623345222fbf0f419459f88ae2819ee59a4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9742, "bytes_utf8": 9744, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 729, "bytes_utf8": 729, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 826, "reasoning_output_tokens": 651}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d53b20aaf5d35f985516204b8fffea1f2d2539d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9275bff8d858d750", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 826, + "total_tokens": 15609, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20475.05, + "sql_execution_elapsed_ms_total": 7.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ffe3949b0a72e74cbc036735bcfc921bb997860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:46.753288+00:00", + "ended_at": "2026-05-19T15:46:07.228367+00:00", + "elapsed_ms": 20475.05, + "prompt_metrics": { + "chars": 9742, + "bytes_utf8": 9744, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1096, + "bytes_utf8": 1096, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 826, + "reasoning_output_tokens": 651 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8aa30d65c15e7f122848dbb3f3c24dfb662720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df9cd2dfeb647e9f8c5d0b7c8d406bb0326e2a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-2401-7311-b5d8-4cc99e63bdfa"} +{"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 \\\"release_year\\\", COUNT(\\\"release_year\\\") AS group_value\\n FROM \\\"c17\\\"\\n GROUP BY \\\"release_year\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"release_year\\\", 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 relative-to-total threshold shape with \\\"release_year\\\" as the grouping column. COUNT(\\\"release_year\\\") was used for the measure to match the requested count_distribution semantics, since summing year values would not represent a distribution of rows by release year.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":13696,"output_tokens":826,"reasoning_output_tokens":651}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a38c7e4f0cfa16a6c1a096b14719d4de7bc802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"release_year\", COUNT(\"release_year\") AS group_value\n FROM \"c17\"\n GROUP BY \"release_year\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"release_year\", 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 relative-to-total threshold shape with \"release_year\" as the grouping column. COUNT(\"release_year\") was used for the measure to match the requested count_distribution semantics, since summing year values would not represent a distribution of rows by release year."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9275bff8d858d750/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb4fed159158609b99a4e280f026ab1f0f095cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9734, "bytes_utf8": 9736, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 788, "bytes_utf8": 788, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 13696, "output_tokens": 610, "reasoning_output_tokens": 409}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97d5fbc7420a3450d95ca1254c01d6a4bdc56d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_95e22084b0a69d4d", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 610, + "total_tokens": 15391, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15186.48, + "sql_execution_elapsed_ms_total": 17.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b146c5da96e892b965e58a0bd4b754d4357a8297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:56.458899+00:00", + "ended_at": "2026-05-19T15:47:11.645434+00:00", + "elapsed_ms": 15186.48, + "prompt_metrics": { + "chars": 9734, + "bytes_utf8": 9736, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1179, + "bytes_utf8": 1179, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 610, + "reasoning_output_tokens": 409 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28799b89a0d8674b7925d594f080c05d62361fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d0e2a627e6b9fbaae519b6c7f17552dd1872e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-346e-7581-87ca-6ec219234744"} +{"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 \\\"duration\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n GROUP BY \\\"duration\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"duration\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"duration\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to REAL for SQLite aggregation and filtered blank/null inputs before grouping.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":13696,"output_tokens":610,"reasoning_output_tokens":409}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ea537c143d976f4662d5d07a0ea83fb5f77df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"duration\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n GROUP BY \"duration\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"duration\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the requested template with group_col=\"duration\" and measure_col=\"release_year\". Cast \"release_year\" from TEXT to REAL for SQLite aggregation and filtered blank/null inputs before grouping."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_95e22084b0a69d4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4602b77a9466fdc97c12cabbeea0b9f745cdc023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9974, "bytes_utf8": 9976, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 791, "bytes_utf8": 791, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 536, "reasoning_output_tokens": 335}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd2cacb8a1b6e4f266eda3664760aec8c1a67de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_984fc16ad62724d9", + "api_calls": 0, + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 536, + "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": 11026.51, + "sql_execution_elapsed_ms_total": 5.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aada201c87163865cbcd4ba7e4ddf5a8cc4fe587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:55.183417+00:00", + "ended_at": "2026-05-19T15:38:06.209955+00:00", + "elapsed_ms": 11026.51, + "prompt_metrics": { + "chars": 9974, + "bytes_utf8": 9976, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1164, + "bytes_utf8": 1164, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 536, + "reasoning_output_tokens": 335 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc22e0cc9acbd27ba3bd70e964947e21298c1205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=type, condition_col=type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a71ddb9da5a198e5d434a50d57cd53964e6993b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-f20b-7cd2-986c-24e1f4588b93"} +{"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 \\\"type\\\",\\n SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c17\\\"\\n GROUP BY \\\"type\\\"\\n)\\nSELECT \\\"type\\\",\\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=\\\"type\\\" and condition_col=\\\"type\\\". This binding is degenerate because the grouping column matches the conditioned column, so each group only supports one side of the ratio; the \\\"Movie\\\" group will have a NULL ratio due to division by zero protection.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14853,"cached_input_tokens":13696,"output_tokens":536,"reasoning_output_tokens":335}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d97b18aa4004e8ba4fbd52b421218da4c64bbf26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"type\",\n SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c17\"\n GROUP BY \"type\"\n)\nSELECT \"type\",\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=\"type\" and condition_col=\"type\". This binding is degenerate because the grouping column matches the conditioned column, so each group only supports one side of the ratio; the \"Movie\" group will have a NULL ratio due to division by zero protection."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_984fc16ad62724d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f169a9db1dcda2726320afab0f040c3f9d2af34b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9114, "bytes_utf8": 9116, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 607, "reasoning_output_tokens": 507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6045fe483c20f7eeca97f96abde8d0d0f19b6b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9b094946082201df", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 607, + "total_tokens": 15243, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13419.46, + "sql_execution_elapsed_ms_total": 3.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5c1d58f68137e287595c418689012bd209180b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:50.474101+00:00", + "ended_at": "2026-05-19T15:57:03.893594+00:00", + "elapsed_ms": 13419.46, + "prompt_metrics": { + "chars": 9114, + "bytes_utf8": 9116, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 607, + "reasoning_output_tokens": 507 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc06a3c5206857c2ac3123a35fcf7332abe5067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a29262d3e15e182da38e50611f4d8103cfe908ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-44c2-7a13-bb91-192f9bb27c6b"} +{"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(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c17\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template on \\\"release_year\\\" with the fixed threshold 2019.0, casting the text column to REAL for SQLite-compatible numeric comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":607,"reasoning_output_tokens":507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8997bbacdf9535600554413e85b332575a1cf343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"release_year\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c17\";","notes":"Applied the provided Threshold Rarity CDF template on \"release_year\" with the fixed threshold 2019.0, casting the text column to REAL for SQLite-compatible numeric comparison."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9b094946082201df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04adba653a6db9fa868a13de61c0d0efe19f03c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9259, "bytes_utf8": 9261, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 601, "bytes_utf8": 601, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 13696, "output_tokens": 373, "reasoning_output_tokens": 215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23cbb6a6622cb9c3996a13149c2129add9ac01f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9d11d9b047e510ae", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 373, + "total_tokens": 15029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8927.86, + "sql_execution_elapsed_ms_total": 19.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae5a1c528aef6a0f139699793cf8b00de92e3c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:06.343962+00:00", + "ended_at": "2026-05-19T16:03:15.271851+00:00", + "elapsed_ms": 8927.86, + "prompt_metrics": { + "chars": 9259, + "bytes_utf8": 9261, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 601, + "bytes_utf8": 601, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 373, + "reasoning_output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5690744cb0902941cdd8d3a686cd4ac607f6ffe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94de84a86b001878beeacb4b593a9de6e0b64f35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-00df-7eb1-b993-ae762baffd2e"} +{"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 \\\"rating\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"rating\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" IS NOT NULL\\n AND \\\"rating\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". CAST was added because \\\"release_year\\\" is stored as TEXT in the schema, and blank/null values are excluded to avoid skewing the average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":13696,"output_tokens":373,"reasoning_output_tokens":215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21fc5cc4019b1b07c8dd0377837a5de02fe5a2bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"rating\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"rating\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"rating\" IS NOT NULL\n AND \"rating\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Used the requested Window Partition Average template with group_col=\"rating\" and measure_col=\"release_year\". CAST was added because \"release_year\" is stored as TEXT in the schema, and blank/null values are excluded to avoid skewing the average."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d328e3dbfd5aa18b4231e26f1874a9d9bd7ba375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/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": "2026-05-19T15:58:37.614037+00:00", + "ended_at": "2026-05-19T15:58:41.733776+00:00", + "elapsed_ms": 4119.71, + "returncode": 1, + "prompt_metrics": { + "chars": 9169, + "bytes_utf8": 9171, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43344967625aa4328cc992704a8d76d678806615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/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": "2026-05-19T15:58:42.736518+00:00", + "ended_at": "2026-05-19T15:58:46.013634+00:00", + "elapsed_ms": 3277.07, + "returncode": 1, + "prompt_metrics": { + "chars": 9169, + "bytes_utf8": 9171, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c300f43ddbafb36510dfbd0da6945f72a74e51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=release_year.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c300f43ddbafb36510dfbd0da6945f72a74e51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=release_year.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..508a643af423c12b739ff0a61a322d1eadf3202f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e748-77d0-9f7f-667321dc0729"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b0e46a89b4150cb4cc6d391d2c43a859061b423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e748-77d0-9f7f-667321dc0729"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae7c8603e60fe47f555b3ee15db8e8cfe1c745a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-fb57-7790-bb9d-bd296c9b6ff4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbde732ff4124702c5e187e465f4fb0ea85fa9fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-fb57-7790-bb9d-bd296c9b6ff4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9ec5e8843c27e074/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..506b4f004f4c762511de430393c1a78ab3ed095b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9429, "bytes_utf8": 9431, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14709, "cached_input_tokens": 12032, "output_tokens": 450, "reasoning_output_tokens": 339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0cb0c83f0ef97b7456ee93c56b099ca8ecad6374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_a07ae567f2edfcf6", + "api_calls": 0, + "input_tokens": 14709, + "cached_input_tokens": 12032, + "output_tokens": 450, + "total_tokens": 15159, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10501.64, + "sql_execution_elapsed_ms_total": 10.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..572107d4f4e80d26714b63baa7526c2d15781013 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:38.332862+00:00", + "ended_at": "2026-05-19T15:54:48.834537+00:00", + "elapsed_ms": 10501.64, + "prompt_metrics": { + "chars": 9429, + "bytes_utf8": 9431, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14709, + "cached_input_tokens": 12032, + "output_tokens": 450, + "reasoning_output_tokens": 339 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec7b7a937491d8491017a82ad93f4a04bd6d5484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..363a406f5492344885c7ac054f31e6c42d190e87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-40a0-7c11-83f5-2a446ee481a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"release_year\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"release_year\\\" and condition_col=\\\"type\\\" to compute the within-year proportion of rows where type is 'TV Show'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14709,"cached_input_tokens":12032,"output_tokens":450,"reasoning_output_tokens":339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42762ff37b460633a625dd717663f91c9f024cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"release_year\",\n AVG(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"release_year\" and condition_col=\"type\" to compute the within-year proportion of rows where type is 'TV Show'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f2ee1948aae96ee022547fd27248db8acf5a85d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9733, "bytes_utf8": 9735, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 887, "bytes_utf8": 887, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 12032, "output_tokens": 952, "reasoning_output_tokens": 704}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a8d3e80dd1c79823b13f75f9286431130b381a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_a3c23b6882a97a7b", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 12032, + "output_tokens": 952, + "total_tokens": 15735, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16350.36, + "sql_execution_elapsed_ms_total": 9.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..634f48d5bbd4fe93f359af0ef574a23d0b28d585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:33.192858+00:00", + "ended_at": "2026-05-19T15:44:49.543258+00:00", + "elapsed_ms": 16350.36, + "prompt_metrics": { + "chars": 9733, + "bytes_utf8": 9735, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1333, + "bytes_utf8": 1333, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 12032, + "output_tokens": 952, + "reasoning_output_tokens": 704 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..073a39ddc2095468cb1e57f1449d2f2b338add83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa82a3f72ac13ab9dd2023a9889ec9ff76786ba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-0494-7c71-8aa5-68c418b809b6"} +{"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 \\\"duration\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"group_value\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n GROUP BY \\\"duration\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"duration\\\", 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 requested template with \\\"duration\\\" as the grouping column and sums CAST(\\\"release_year\\\" AS INTEGER) because the schema stores it as TEXT. NULL and empty values for \\\"duration\\\" and \\\"release_year\\\" are filtered out to keep the grouped view stable.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":12032,"output_tokens":952,"reasoning_output_tokens":704}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64e3f9423f89ad1bfa253cc75a08237fa43ac297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"duration\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS \"group_value\"\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n GROUP BY \"duration\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"duration\", 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 requested template with \"duration\" as the grouping column and sums CAST(\"release_year\" AS INTEGER) because the schema stores it as TEXT. NULL and empty values for \"duration\" and \"release_year\" are filtered out to keep the grouped view stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..428b1d10c1f7be1cace25a3f4fcc22db378cfe0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9072, "bytes_utf8": 9074, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 262, "bytes_utf8": 262, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 175, "reasoning_output_tokens": 106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1ed42d67ccc3fcbf6290115585694bb3f337207 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_a66d7c5439d46b83", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 175, + "total_tokens": 14793, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7873.65, + "sql_execution_elapsed_ms_total": 8.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd56404eca9d9dede5cfca205a6f99b6aa44c3dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:12.346759+00:00", + "ended_at": "2026-05-19T15:31:20.220446+00:00", + "elapsed_ms": 7873.65, + "prompt_metrics": { + "chars": 9072, + "bytes_utf8": 9074, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 608, + "bytes_utf8": 608, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 262, + "bytes_utf8": 262, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 13696, + "output_tokens": 175, + "reasoning_output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa4b8b0cfae16cd3ea7f3265507dac5f0e32934a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=type.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9f53873929ef4653e50cc0bcf103e1907f83674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-cc65-7880-92b6-4fdcbe3c9b37"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"type\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by the bound category column \\\"type\\\" to measure subgroup size distribution/stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":13696,"output_tokens":175,"reasoning_output_tokens":106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb3d2bef78457672f7e504201f284d486c2962f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"type\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY row_count DESC;","notes":"Grouped count by the bound category column \"type\" to measure subgroup size distribution/stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a66d7c5439d46b83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4446856bc3faf72e7dfc661e5f419b52c6d818ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 701, "bytes_utf8": 701, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 12032, "output_tokens": 452, "reasoning_output_tokens": 270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b79ceb1ed0e5abb56e0aefd98af1283df3347f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_a82110dff834939e", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 452, + "total_tokens": 15152, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12091.52, + "sql_execution_elapsed_ms_total": 30.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8eecedb911279d8e06fc6331c230612a8f11c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:05.444167+00:00", + "ended_at": "2026-05-19T15:41:17.535725+00:00", + "elapsed_ms": 12091.52, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1086, + "bytes_utf8": 1086, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 452, + "reasoning_output_tokens": 270 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ed71ba83584f027fe1eaa847bb516758889eeff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73bd4b772c77e1478219268e0d1bf390e43135c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-d93d-7ce2-a446-6a6c93ec24da"} +{"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(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"release_year\\\" and num_tiles=10. Cast \\\"release_year\\\" to INTEGER because the SQLite schema stores it as TEXT, and excluded null/blank values so the tail bucket reflects valid years only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":12032,"output_tokens":452,"reasoning_output_tokens":270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..830a50ab7b659b32838bc099a021584d16f53026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n)\nSELECT \"release_year\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"release_year\" and num_tiles=10. Cast \"release_year\" to INTEGER because the SQLite schema stores it as TEXT, and excluded null/blank values so the tail bucket reflects valid years only."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be86638717052510c7db6a73a6916476b11983bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/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": "2026-05-19T15:58:58.155591+00:00", + "ended_at": "2026-05-19T15:59:01.624584+00:00", + "elapsed_ms": 3468.97, + "returncode": 1, + "prompt_metrics": { + "chars": 9157, + "bytes_utf8": 9159, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3ad9ffd7b9deeb95f9eae3e4460be46a69f7b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:02.626882+00:00", + "ended_at": "2026-05-19T15:59:05.615450+00:00", + "elapsed_ms": 2988.51, + "returncode": 1, + "prompt_metrics": { + "chars": 9157, + "bytes_utf8": 9159, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5c36da25e724dfee69e01082a8d756d6b56a576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "rating", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5c36da25e724dfee69e01082a8d756d6b56a576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "rating", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade41b5d76fdff05fe389be647c68184ee34aadc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-3785-7c01-a16a-ad2c95e86e4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a21bf045fa25b46751bd43c5ca16e710150289a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-3785-7c01-a16a-ad2c95e86e4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..664bd7644d9ad585be13a5cb8b2efef32fc13ec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-48ea-76a2-9198-6cd15b51fdda"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f05ca70893c1caeaca7f7e1132cc653477f9506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-48ea-76a2-9198-6cd15b51fdda"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aa7e2c122d3ff492/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..351a4b9a21d10ea73782eb312798ddf7cb9fe286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9367, "bytes_utf8": 9369, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14685, "cached_input_tokens": 12032, "output_tokens": 1173, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b75129273fa9b1fa6d7c587724e319fe3b359393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_aaff873cf057636a", + "api_calls": 0, + "input_tokens": 14685, + "cached_input_tokens": 12032, + "output_tokens": 1173, + "total_tokens": 15858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19595.64, + "sql_execution_elapsed_ms_total": 7.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38089a29d5cd8c4e6d30ff45700178c67cde02ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:54.629933+00:00", + "ended_at": "2026-05-19T15:52:14.225613+00:00", + "elapsed_ms": 19595.64, + "prompt_metrics": { + "chars": 9367, + "bytes_utf8": 9369, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 916, + "bytes_utf8": 916, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14685, + "cached_input_tokens": 12032, + "output_tokens": 1173, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c983ae9b0f731b0054d61a6b61a1b8139f9e4e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f517a5b65c04e52410bd78c546fe23d39dbf3526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-c12d-77f2-afd4-90a8c6cb54bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"release_year\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"percentile_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"release_year\\\", every group contains a single repeated measure value, so the 95th percentile for each group is the same as that group's release_year.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14685,"cached_input_tokens":12032,"output_tokens":1173,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6029e306b75261705e10aefb265d64626393e75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"release_year\",\n CAST(\"release_year\" AS INTEGER) AS \"percentile_measure\"\nFROM \"c17\"\nWHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\nGROUP BY \"release_year\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"release_year\", every group contains a single repeated measure value, so the 95th percentile for each group is the same as that group's release_year."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_aaff873cf057636a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42a884153a68aed52635562ddca031e7982c3212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9420, "bytes_utf8": 9422, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14707, "cached_input_tokens": 12032, "output_tokens": 449, "reasoning_output_tokens": 348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0681fe90b0e1800d68cffe31431b8a38735c782 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_ac07d9117cc8abe5", + "api_calls": 0, + "input_tokens": 14707, + "cached_input_tokens": 12032, + "output_tokens": 449, + "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": 10914.67, + "sql_execution_elapsed_ms_total": 7.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aaa442dc9a932e64895cf5524aa1b30205578591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:54.109197+00:00", + "ended_at": "2026-05-19T15:56:05.023895+00:00", + "elapsed_ms": 10914.67, + "prompt_metrics": { + "chars": 9420, + "bytes_utf8": 9422, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14707, + "cached_input_tokens": 12032, + "output_tokens": 449, + "reasoning_output_tokens": 348 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19b082733e0c0250a6aad78bc295559312a4084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=release_year, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "release_year", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..191c2173e9cd968c6e138dfaebaf36f07ae0a8ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-6878-7780-817c-2bcf0eaa1592"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"release_year\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Groups rows by release year and computes the proportion of records where type is Movie, following the Grouped Condition Rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14707,"cached_input_tokens":12032,"output_tokens":449,"reasoning_output_tokens":348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c5db875744d33784b276eadc9be2c433a549c62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"release_year\",\n AVG(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY \"condition_rate\" DESC;","notes":"Groups rows by release year and computes the proportion of records where type is Movie, following the Grouped Condition Rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ac07d9117cc8abe5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cdc48693958fe111afe1997f4005521e54e1990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9583, "bytes_utf8": 9585, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14763, "cached_input_tokens": 13696, "output_tokens": 705, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c34bac8f7dd53539b9bde5a5911f8a247d9db186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_ae1c6851c9aa8f25", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 13696, + "output_tokens": 705, + "total_tokens": 15468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12954.65, + "sql_execution_elapsed_ms_total": 45.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d8e08bebdf5b2e6ee486b73cff1b9880ec1de6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:03.086528+00:00", + "ended_at": "2026-05-19T15:35:16.041202+00:00", + "elapsed_ms": 12954.65, + "prompt_metrics": { + "chars": 9583, + "bytes_utf8": 9585, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1105, + "bytes_utf8": 1105, + "lines": 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": 14763, + "cached_input_tokens": 13696, + "output_tokens": 705, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb69d3f0764773c33501ff575e5e0fed2c202677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "item_col": "description", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f17c1dbf316f7fa141928d2adefe0cb435f0754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-51c0-7be3-8422-47d6a8b6581c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"type\\\",\\n \\\"description\\\",\\n SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE NULLIF(\\\"release_year\\\", '') IS NOT NULL\\nGROUP BY \\\"type\\\", \\\"description\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"type\\\", item_col=\\\"description\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to INTEGER for SQLite aggregation and excluded empty values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":13696,"output_tokens":705,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90d2e409b50b0d7a6bedd59247ef0d8f0cf33224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"type\",\n \"description\",\n SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER)) AS total_measure,\n SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE NULLIF(\"release_year\", '') IS NOT NULL\nGROUP BY \"type\", \"description\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Used the planned template with bound roles group_col=\"type\", item_col=\"description\", and measure_col=\"release_year\". Cast \"release_year\" from TEXT to INTEGER for SQLite aggregation and excluded empty values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae1c6851c9aa8f25/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2152420629d51668530a9e0821b19ddbeb9c80f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9185, "bytes_utf8": 9187, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14647, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ae627dca244f46eaf68d9eedc86891fe7c0b702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_ae8e82cd947f4842", + "api_calls": 0, + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 306, + "total_tokens": 14953, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8705.45, + "sql_execution_elapsed_ms_total": 7.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ae2829b1f8311e0920801578ec76bdd34322544 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:02.610038+00:00", + "ended_at": "2026-05-19T15:30:11.315506+00:00", + "elapsed_ms": 8705.45, + "prompt_metrics": { + "chars": 9185, + "bytes_utf8": 9187, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 306, + "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_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6afdfe71d3e0033bd50e6d7ec97fdc4c96dfdf43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"release_year\", SUM(CAST(\"release_year\" AS NUMERIC)) AS total_measure\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY total_measure DESC;","notes":"Used the requested grouped numeric sum template with group_col=\"release_year\" and measure_col=\"release_year\". CAST was added because SQLite schema stores \"release_year\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d260839b3cf941ab95d4f380c2b5a621b514f63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9170, "bytes_utf8": 9172, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 14645, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86fc7fbda7b996ce3a745af1c24aaa6789aa345f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b240a22a8506590a", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 258, + "total_tokens": 14903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10730.42, + "sql_execution_elapsed_ms_total": 5.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40702ac61551a4fa24e60202bf91221215867121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:39.485042+00:00", + "ended_at": "2026-05-19T15:29:50.215486+00:00", + "elapsed_ms": 10730.42, + "prompt_metrics": { + "chars": 9170, + "bytes_utf8": 9172, + "lines": 240, + "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": 14645, + "cached_input_tokens": 12032, + "output_tokens": 258, + "reasoning_output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b48df5f916891d8b004100c1d77b1f5746878285 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dfe6513cd11529485becbf9c1eab3d0d3b1cc24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-6196-7770-adfc-78e8e063b034"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to INTEGER for a numeric SQLite SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":258,"reasoning_output_tokens":158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dec5b7d79001821a4e2ccb3b47d5d3e8d777b277 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"type\", SUM(CAST(\"release_year\" AS INTEGER)) AS \"total_measure\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"total_measure\" DESC;","notes":"Used the provided grouped-sum template with group_col=\"type\" and measure_col=\"release_year\". Cast \"release_year\" from TEXT to INTEGER for a numeric SQLite SUM."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e064b8aae13b892a99c03a61ff2c758ac1865c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9727, "bytes_utf8": 9729, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 706, "bytes_utf8": 706, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 603, "reasoning_output_tokens": 421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ccdea5595c94a3647e24d3eac5e43d68da42d302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b5c13c4171d582ef", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 603, + "total_tokens": 15386, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11467.51, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ee02dd6b23ff9c9f5af23278a4c8e7c4ca6d59b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:18.722851+00:00", + "ended_at": "2026-05-19T15:45:30.190392+00:00", + "elapsed_ms": 11467.51, + "prompt_metrics": { + "chars": 9727, + "bytes_utf8": 9729, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1078, + "bytes_utf8": 1078, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14783, + "cached_input_tokens": 13696, + "output_tokens": 603, + "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_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b77f3f8a62de0efb88c2dd603dc05da973b9e76a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74e566f78455d46b10afcc401e0bd10d1579199b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-b689-77d2-add3-c26852087f60"} +{"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 \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL AND \\\"release_year\\\" <> ''\\n GROUP BY \\\"type\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"type\\\", 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=type and measure_col=release_year. Cast \\\"release_year\\\" from TEXT to REAL for SQLite aggregation and filtered blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":13696,"output_tokens":603,"reasoning_output_tokens":421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c086f1f674217a95b925fe04f9e91af65c40aba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"type\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL AND \"release_year\" <> ''\n GROUP BY \"type\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"type\", 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=type and measure_col=release_year. Cast \"release_year\" from TEXT to REAL for SQLite aggregation and filtered blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b5c13c4171d582ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b8e892fd1e2d1a7a22f295a3fe632be4b3e16ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9355, "bytes_utf8": 9357, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2056, "bytes_utf8": 2056, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1195, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa96fe5ca05e3d72481f622de1e3be19b9a223f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b6acad91f8cddd28", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1195, + "total_tokens": 15878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22632.73, + "sql_execution_elapsed_ms_total": 44.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb82d44c84470c652cfba7e5f0d8a91683e43988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:26.702681+00:00", + "ended_at": "2026-05-19T15:49:49.335433+00:00", + "elapsed_ms": 22632.73, + "prompt_metrics": { + "chars": 9355, + "bytes_utf8": 9357, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2687, + "bytes_utf8": 2687, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2056, + "bytes_utf8": 2056, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1195, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4d1213a71e6e21af723a9a7f33825cdedd93fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e9cac3d470170ce1305053e8d1174ca1fe4555a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-7f3c-73c3-96d0-bf9b15b2fce9"} +{"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 \\\"duration\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_num\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"duration\\\",\\n \\\"release_year_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"duration\\\"\\n ORDER BY \\\"release_year_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"duration\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"duration\\\",\\n \\\"n\\\",\\n (1.0 + (0.9 * (\\\"n\\\" - 1))) AS \\\"target_pos\\\",\\n CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"n\\\" - 1))) = CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n THEN CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n ELSE CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"n\\\" >= 5\\n)\\nSELECT\\n o.\\\"duration\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END) +\\n (\\n p.\\\"target_pos\\\" - p.\\\"lower_rn\\\"\\n ) * (\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"release_year_num\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"params\\\" AS p\\n ON o.\\\"duration\\\" = p.\\\"duration\\\"\\nGROUP BY\\n o.\\\"duration\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile per \\\"duration\\\" using window functions and linear interpolation on CAST(\\\"release_year\\\" AS INTEGER). It also applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":1195,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a8204f63ba27af6bfbfe34202886dc652b7eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"duration\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_num\"\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n),\n\"ordered\" AS (\n SELECT\n \"duration\",\n \"release_year_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"duration\"\n ORDER BY \"release_year_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"duration\"\n ) AS \"n\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"duration\",\n \"n\",\n (1.0 + (0.9 * (\"n\" - 1))) AS \"target_pos\",\n CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"n\" - 1))) = CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER)\n THEN CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER)\n ELSE CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n WHERE \"n\" >= 5\n)\nSELECT\n o.\"duration\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END) +\n (\n p.\"target_pos\" - p.\"lower_rn\"\n ) * (\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"release_year_num\" END) -\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END)\n )\n END AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"params\" AS p\n ON o.\"duration\" = p.\"duration\"\nGROUP BY\n o.\"duration\",\n p.\"target_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile per \"duration\" using window functions and linear interpolation on CAST(\"release_year\" AS INTEGER). It also 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_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..705a6fcfeb82ebba02c0b0adc250557ec8cb6076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9353, "bytes_utf8": 9355, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 958, "bytes_utf8": 958, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 12032, "output_tokens": 2252, "reasoning_output_tokens": 1964}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2a22d673a1321373c0e2119dfed173e8073520 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b7b08c05366d385d", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 2252, + "total_tokens": 16935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34230.08, + "sql_execution_elapsed_ms_total": 23.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7fe9eb37b6a93ee29766db5d87f67bc70241ef4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:14.682181+00:00", + "ended_at": "2026-05-19T15:48:48.912295+00:00", + "elapsed_ms": 34230.08, + "prompt_metrics": { + "chars": 9353, + "bytes_utf8": 9355, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1406, + "bytes_utf8": 1406, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 958, + "bytes_utf8": 958, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 2252, + "reasoning_output_tokens": 1964 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd2b23e00d0c7be5361050765c72dedbc57092f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae177a6c04a592d2ee19ada22fd95a25ac8d77d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-65f7-7563-9bc4-cdf5e0ae6ec5"} +{"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 \\\"rating\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_int\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"cum_dist\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"rating\\\"\\n ) AS \\\"group_size\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"rating\\\" IS NOT NULL\\n AND \\\"rating\\\" <> ''\\n AND \\\"release_year\\\" GLOB '[0-9][0-9][0-9][0-9]'\\n)\\nSELECT\\n \\\"rating\\\",\\n MIN(\\\"release_year_int\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cum_dist\\\" >= 0.95\\n AND \\\"group_size\\\" >= 5\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"rating\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to compute a nearest-rank 95th percentile of integer-cast \\\"release_year\\\" for each non-empty \\\"rating\\\" group, keeping only groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":12032,"output_tokens":2252,"reasoning_output_tokens":1964}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e676a056a192debd4e9764eca7cd0dca7aa0bf6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"rating\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_int\",\n CUME_DIST() OVER (\n PARTITION BY \"rating\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"cum_dist\",\n COUNT(*) OVER (\n PARTITION BY \"rating\"\n ) AS \"group_size\"\n FROM \"c17\"\n WHERE \"rating\" IS NOT NULL\n AND \"rating\" <> ''\n AND \"release_year\" GLOB '[0-9][0-9][0-9][0-9]'\n)\nSELECT\n \"rating\",\n MIN(\"release_year_int\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cum_dist\" >= 0.95\n AND \"group_size\" >= 5\nGROUP BY \"rating\"\nORDER BY \"percentile_measure\" DESC, \"rating\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to compute a nearest-rank 95th percentile of integer-cast \"release_year\" for each non-empty \"rating\" group, keeping only groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b7b08c05366d385d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93d8767348d7f35b68ff38ef6aabc2994ebdac7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9363, "bytes_utf8": 9365, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14685, "cached_input_tokens": 13696, "output_tokens": 602, "reasoning_output_tokens": 441}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec0e134cc8df8fece7b56f8b8ae43fbc5be54e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_bacf57957a6c326f", + "api_calls": 0, + "input_tokens": 14685, + "cached_input_tokens": 13696, + "output_tokens": 602, + "total_tokens": 15287, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14096.99, + "sql_execution_elapsed_ms_total": 7.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a0a7e414d21ee1ebbe8ad8762ffccbb8c900457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:46.679652+00:00", + "ended_at": "2026-05-19T15:48:00.776687+00:00", + "elapsed_ms": 14096.99, + "prompt_metrics": { + "chars": 9363, + "bytes_utf8": 9365, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 983, + "bytes_utf8": 983, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14685, + "cached_input_tokens": 13696, + "output_tokens": 602, + "reasoning_output_tokens": 441 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..675de4c6294fd108356cd9256ecd95fef1ac57a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..367858abc1c382733c4520145254f126cb5535c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-f906-71c3-b541-384e06df7285"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS percentile_measure\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY CAST(\\\"release_year\\\" AS INTEGER)\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT. Because group_col and measure_col are both release_year, every row within a group has the same measure, so the 0.9 percentile equals that release_year value. Added a non-empty filter and applied min_group_size=5 from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14685,"cached_input_tokens":13696,"output_tokens":602,"reasoning_output_tokens":441}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ba785e9f432ca442b01eae1b7a4e7e9e51b0f88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n CAST(\"release_year\" AS INTEGER) AS percentile_measure\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY CAST(\"release_year\" AS INTEGER)\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC;","notes":"SQLite has no PERCENTILE_CONT. Because group_col and measure_col are both release_year, every row within a group has the same measure, so the 0.9 percentile equals that release_year value. Added a non-empty filter and applied min_group_size=5 from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bacf57957a6c326f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..374a8202ed0ad6542754c562a2444204458f93ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9363, "bytes_utf8": 9365, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14685, "cached_input_tokens": 13696, "output_tokens": 654, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc86b7574ce7233918a7615415f614e874b8376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_bc566ebfafd4992b", + "api_calls": 0, + "input_tokens": 14685, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 15339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16431.73, + "sql_execution_elapsed_ms_total": 10.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcd3924adcd2cdd33134827180fa2d23cb1c46ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:38.177538+00:00", + "ended_at": "2026-05-19T15:51:54.609306+00:00", + "elapsed_ms": 16431.73, + "prompt_metrics": { + "chars": 9363, + "bytes_utf8": 9365, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 914, + "bytes_utf8": 914, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14685, + "cached_input_tokens": 13696, + "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_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b92468fb20746a8b334950c9c0e7136e67bee10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f288f9936282f26e6bd31ea91c8797f251a74d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-80e6-7d70-a219-60125543d7ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"release_year\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"percentile_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both the grouping column and measure column are \\\"release_year\\\", every row within a group has the same measure value, so the 90th percentile for each group is exactly that release_year value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14685,"cached_input_tokens":13696,"output_tokens":654,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14dbc01bfc28f73acb924ed6fd03c1d13c1e6fd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"release_year\",\n CAST(\"release_year\" AS INTEGER) AS \"percentile_measure\"\nFROM \"c17\"\nWHERE \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"release_year\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both the grouping column and measure column are \"release_year\", every row within a group has the same measure value, so the 90th percentile for each group is exactly that release_year value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc566ebfafd4992b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aad2e12f5568353501228f504d4e92cfda0140f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9597, "bytes_utf8": 9599, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 705, "bytes_utf8": 705, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14766, "cached_input_tokens": 12032, "output_tokens": 1131, "reasoning_output_tokens": 932}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b25c6b16495eb72a8d3664aeb91d56923d2dde3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_bcf561e04203e5ac", + "api_calls": 0, + "input_tokens": 14766, + "cached_input_tokens": 12032, + "output_tokens": 1131, + "total_tokens": 15897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19969.7, + "sql_execution_elapsed_ms_total": 32.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d54b5a76fd018d354258f9be6ba33838e189719d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:59.975267+00:00", + "ended_at": "2026-05-19T15:36:19.945024+00:00", + "elapsed_ms": 19969.7, + "prompt_metrics": { + "chars": 9597, + "bytes_utf8": 9599, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1108, + "bytes_utf8": 1108, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14766, + "cached_input_tokens": 12032, + "output_tokens": 1131, + "reasoning_output_tokens": 932 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfdace7b5f9b60fa0576dee0e0c5ec48677b80d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "item_col": "show_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eceb82faca3d6a6d0ba68980d98cbd6d25c83b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-2fd7-7181-9763-c3b907899618"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"release_year\\\", \\\"show_id\\\",\\n SUM(CAST(\\\"release_year\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"release_year\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"release_year\\\", \\\"show_id\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 19;\",\"notes\":\"Uses the requested template with group_col=\\\"release_year\\\", item_col=\\\"show_id\\\", and measure_col=\\\"release_year\\\". \\\"release_year\\\" is cast from TEXT to REAL for SQLite aggregation, and blank years are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14766,"cached_input_tokens":12032,"output_tokens":1131,"reasoning_output_tokens":932}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9552f680309f2523e16931bf150b0bafb65c777e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"release_year\", \"show_id\",\n SUM(CAST(\"release_year\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"release_year\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"release_year\"), 0) AS \"share_within_group\"\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY \"release_year\", \"show_id\"\nORDER BY \"share_within_group\" DESC\nLIMIT 19;","notes":"Uses the requested template with group_col=\"release_year\", item_col=\"show_id\", and measure_col=\"release_year\". \"release_year\" is cast from TEXT to REAL for SQLite aggregation, and blank years are excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bcf561e04203e5ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9df0ba95d14704b5aadb1a4b9d6dae4d74de6a88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9272, "bytes_utf8": 9274, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14658, "cached_input_tokens": 12032, "output_tokens": 654, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d73163646150e94b2c7db5bf2fef5befd619cdd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_c5b56bb702fc0554", + "api_calls": 0, + "input_tokens": 14658, + "cached_input_tokens": 12032, + "output_tokens": 654, + "total_tokens": 15312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15675.48, + "sql_execution_elapsed_ms_total": 15.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02669f5a7e7a97dc495391f3d5e4ab136a1c0639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:01.688177+00:00", + "ended_at": "2026-05-19T16:01:17.363691+00:00", + "elapsed_ms": 15675.48, + "prompt_metrics": { + "chars": 9272, + "bytes_utf8": 9274, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 924, + "bytes_utf8": 924, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 552, + "bytes_utf8": 552, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14658, + "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_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..848b1ac26fe938ccaa3cbb8113b360d466519aa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a636a31e4b3d528f6e0b624c6e15d7e9200423d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-19f8-73c1-9d06-e120f3826dcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"release_year\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"release_year\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the planned window-partition-average template with both group and measure bound to \\\"release_year\\\". CAST is applied because the schema stores \\\"release_year\\\" as TEXT, and empty/null values are filtered for a stable numeric view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14658,"cached_input_tokens":12032,"output_tokens":654,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f424b58daf25c656b2258a4af27d41efd392780c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"release_year\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"release_year\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Uses the planned window-partition-average template with both group and measure bound to \"release_year\". CAST is applied because the schema stores \"release_year\" as TEXT, and empty/null values are filtered for a stable numeric view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2eec0505f38fdb76e34561e9a23c2fafb0fe8c48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:03.902719+00:00", + "ended_at": "2026-05-19T15:57:08.163188+00:00", + "elapsed_ms": 4260.45, + "returncode": 1, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20c28c2a6f68b1d4ed1be9c487f5d091c5b2fe1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:09.164812+00:00", + "ended_at": "2026-05-19T15:57:12.505567+00:00", + "elapsed_ms": 3340.73, + "returncode": 1, + "prompt_metrics": { + "chars": 9115, + "bytes_utf8": 9117, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1e0860fabd1f9bf4e0f6fa1f9e23aceba196b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1e0860fabd1f9bf4e0f6fa1f9e23aceba196b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d21ad87b72c7b9e33666a8389efe5e418065741c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-791c-7923-9ef1-0495df3a34ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02ba9cc232552234727addef7bff8caf2a4548a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-791c-7923-9ef1-0495df3a34ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5da7d94f78694511c53cf2a4ed9585ed5307374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8dc5-7323-9842-fa18ae6ee76d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce7aea894951b016db9e879cef7a95e76aab083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8dc5-7323-9842-fa18ae6ee76d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d085f921800ec698cfd3690ccdcf950080ca7bd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9487, "bytes_utf8": 9489, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14737, "cached_input_tokens": 13696, "output_tokens": 590, "reasoning_output_tokens": 488}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0c6f60af6d3f82608892820e3b6827af0a6d393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_c7f2d49319a06030", + "api_calls": 0, + "input_tokens": 14737, + "cached_input_tokens": 13696, + "output_tokens": 590, + "total_tokens": 15327, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14385.11, + "sql_execution_elapsed_ms_total": 5.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00cecd7069bada7d58468ca392c16bfe1bba0a81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:04.508520+00:00", + "ended_at": "2026-05-19T15:40:18.893674+00:00", + "elapsed_ms": 14385.11, + "prompt_metrics": { + "chars": 9487, + "bytes_utf8": 9489, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14737, + "cached_input_tokens": 13696, + "output_tokens": 590, + "reasoning_output_tokens": 488 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11cf927fa35430faa1400df7dbea580b6eff295c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=release_year, group_col_2=rating.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "release_year", + "group_col_2": "rating", + "predicate_col": "duration", + "predicate_op": "=", + "predicate_value": "90 min", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f270d03d6ab42c13b46238ea9d892663129d4826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-eb26-7de0-91c7-c8a82d0f3cb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"release_year\\\", \\\"rating\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nWHERE \\\"duration\\\" = '90 min'\\nGROUP BY \\\"release_year\\\", \\\"rating\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the specified filtered two-dimensional group count template with \\\"release_year\\\" and \\\"rating\\\", filtered on \\\"duration\\\" = '90 min'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14737,"cached_input_tokens":13696,"output_tokens":590,"reasoning_output_tokens":488}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19540e4a1ddcf89b55d61e1855ca659204c6d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"release_year\", \"rating\", COUNT(*) AS row_count\nFROM \"c17\"\nWHERE \"duration\" = '90 min'\nGROUP BY \"release_year\", \"rating\"\nORDER BY row_count DESC;","notes":"Uses the specified filtered two-dimensional group count template with \"release_year\" and \"rating\", filtered on \"duration\" = '90 min'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c7f2d49319a06030/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dae9ac456f6dc8e92cd4521829ef1eb8c8e72f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9724, "bytes_utf8": 9726, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 459, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e99e937443d844190dd16d072bee360d45d6a252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_c8a1aef305bd2e04", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 459, + "total_tokens": 15240, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12815.85, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..852e93fb54e1f9845367239cfc4bb668a7d49dc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:53.936845+00:00", + "ended_at": "2026-05-19T15:43:06.752730+00:00", + "elapsed_ms": 12815.85, + "prompt_metrics": { + "chars": 9724, + "bytes_utf8": 9726, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 589, + "bytes_utf8": 589, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 459, + "reasoning_output_tokens": 305 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7570583eafbc620e79a7460ab8a1150dbfce5582 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "type", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6ac54427026f4a8fe4e43938f989268a345c914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-80ed-7b51-9a8e-fc2c93996e6a"} +{"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 \\\"type\\\", SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) AS group_value\\n FROM \\\"c17\\\"\\n GROUP BY \\\"type\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"type\\\", 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=\\\"type\\\" and summed \\\"release_year\\\" after casting from TEXT to INTEGER for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":12032,"output_tokens":459,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51b611ebd9d33f61fa42b3d3fcd36d8dd3d43f18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"type\", SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER)) AS group_value\n FROM \"c17\"\n GROUP BY \"type\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"type\", 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=\"type\" and summed \"release_year\" after casting from TEXT to INTEGER for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7af131d1209ce0dfbad307c66658b2d0ed8f0cc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9079, "bytes_utf8": 9081, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 12032, "output_tokens": 504, "reasoning_output_tokens": 425}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..777a067510f48ec7f5b826f50c82f9f6522336c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_c9d59aa4e68845de", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 504, + "total_tokens": 15122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16329.79, + "sql_execution_elapsed_ms_total": 11.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7213eb5b89981d48ffb29dc7a8fce611d1a97b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:54.998457+00:00", + "ended_at": "2026-05-19T15:32:11.328285+00:00", + "elapsed_ms": 16329.79, + "prompt_metrics": { + "chars": 9079, + "bytes_utf8": 9081, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 320, + "bytes_utf8": 320, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 504, + "reasoning_output_tokens": 425 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07fb5a1911ee3117d22a553dd8a7121e0747b95d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=duration.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "duration", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b5c3de5b3364e5facdc9b48ee83d289cad69f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-72fd-7af3-bd69-fcdcba6c3c07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"duration\\\" and returns the distribution of rows across duration categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":12032,"output_tokens":504,"reasoning_output_tokens":425}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b551c598cb34087b3dbe9b2eb19a0a602c5e8537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"duration\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"duration\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"duration\" and returns the distribution of rows across duration categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9700a139292dd74832eab775b5048cf44dadcb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1872, "bytes_utf8": 1872, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1160, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac67c320015af1c6cf587e590c7312320900a0f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_cb1e1911cb7cd895", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1160, + "total_tokens": 15843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18745.5, + "sql_execution_elapsed_ms_total": 39.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9cc0eb7cb3b4e525613e66d87b82cc8df8b40fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:11.677053+00:00", + "ended_at": "2026-05-19T15:47:30.422624+00:00", + "elapsed_ms": 18745.5, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2505, + "bytes_utf8": 2505, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1872, + "bytes_utf8": 1872, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1160, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cc46ec1db33f3fa0a44758f871058ca2367d8e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5234f8b605cd3818ffae31b9636f38a2304e611e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-7022-75e0-9721-50f742e160da"} +{"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 \\\"type\\\" AS \\\"group_col\\\",\\n CAST(\\\"release_year\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"type\\\" IS NOT NULL\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n ((\\\"n\\\" - 1) * 0.95) + 1.0 AS \\\"h\\\",\\n CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (((\\\"n\\\" - 1) * 0.95) + 1.0) = CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n THEN CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n ELSE CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"group_col\\\", \\\"n\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"h\\\",\\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 \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY p.\\\"group_col\\\", p.\\\"h\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"type\\\",\\n CASE\\n WHEN \\\"lo_val\\\" IS NULL THEN NULL\\n WHEN \\\"hi_val\\\" IS NULL THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"h\\\" - CAST(\\\"h\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile per \\\"type\\\" using window functions and linear interpolation over CAST(\\\"release_year\\\" AS REAL). Empty release_year values are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":1160,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b9d4a1591e33b8353fb85abb4d5652a0ad9a15a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"type\" AS \"group_col\",\n CAST(\"release_year\" AS REAL) AS \"measure\"\n FROM \"c17\"\n WHERE \"type\" IS NOT NULL\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"n\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT\n \"group_col\",\n ((\"n\" - 1) * 0.95) + 1.0 AS \"h\",\n CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (((\"n\" - 1) * 0.95) + 1.0) = CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER)\n THEN CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER)\n ELSE CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n GROUP BY \"group_col\", \"n\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"h\",\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 \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY p.\"group_col\", p.\"h\"\n)\nSELECT\n \"group_col\" AS \"type\",\n CASE\n WHEN \"lo_val\" IS NULL THEN NULL\n WHEN \"hi_val\" IS NULL THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"h\" - CAST(\"h\" AS INTEGER)) * (\"hi_val\" - \"lo_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile per \"type\" using window functions and linear interpolation over CAST(\"release_year\" AS REAL). Empty release_year values are excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62e1a6994805c2dff80c672fe985de45aff0e020 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9471, "bytes_utf8": 9473, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14735, "cached_input_tokens": 13696, "output_tokens": 533, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ecdd0cd1541aaa9a030e29595a0c46cce4e57ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d170fb14ca45307b", + "api_calls": 0, + "input_tokens": 14735, + "cached_input_tokens": 13696, + "output_tokens": 533, + "total_tokens": 15268, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17379.18, + "sql_execution_elapsed_ms_total": 5.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa90bc61e39ce3eb393b11d0ce400ab845c6845d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:48.049662+00:00", + "ended_at": "2026-05-19T15:41:05.428884+00:00", + "elapsed_ms": 17379.18, + "prompt_metrics": { + "chars": 9471, + "bytes_utf8": 9473, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14735, + "cached_input_tokens": 13696, + "output_tokens": 533, + "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_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89cd511a9d501f04cb9d09193f1a539636549c0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=type, group_col_2=rating.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "type", + "group_col_2": "rating", + "predicate_col": "duration", + "predicate_op": "=", + "predicate_value": "91 min", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a137cc11bc63c3fbaa36c19c19a62378505bcc2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-9539-7a91-8ce6-cc3bfe27d5aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"type\\\", \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"duration\\\" = '91 min'\\nGROUP BY \\\"type\\\", \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided Filtered Two-Dimensional Group Count template using \\\"type\\\" and \\\"rating\\\", filtered on \\\"duration\\\" = '91 min'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14735,"cached_input_tokens":13696,"output_tokens":533,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f461857b57a24546a43205e3ae79f86a71c6ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"type\", \"rating\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nWHERE \"duration\" = '91 min'\nGROUP BY \"type\", \"rating\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided Filtered Two-Dimensional Group Count template using \"type\" and \"rating\", filtered on \"duration\" = '91 min'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d170fb14ca45307b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7182338b7278d19fe7000911f524e8dfbbd2ec90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9169, "bytes_utf8": 9171, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e132a6ba892fb26dd48c893bde03e7ae1557ffad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d2d2da5d23f0f211", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 404, + "total_tokens": 15061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10154.52, + "sql_execution_elapsed_ms_total": 5.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..883ebf2e9384178374e462089a23fa6b1cfdaa71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:54.353969+00:00", + "ended_at": "2026-05-19T16:00:04.508521+00:00", + "elapsed_ms": 10154.52, + "prompt_metrics": { + "chars": 9169, + "bytes_utf8": 9171, + "lines": 238, + "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": 373, + "bytes_utf8": 373, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 404, + "reasoning_output_tokens": 303 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6551bfd92c41f933e9ec3a5ceda5402193b007d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=release_year.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5e0de9aed584c4d646179e2091077353ab9b3aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-12f4-7a60-9a2a-298a43c48ce0"} +{"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 \\\"release_year\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"support\\\" ASC, \\\"release_year\\\"\\nLIMIT 15;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"release_year\\\" and returns the 15 release years with the smallest support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12032,"output_tokens":404,"reasoning_output_tokens":303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ba084decd7060f4d0f3d722745e3c12c2ef45bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"release_year\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY \"support\" ASC, \"release_year\"\nLIMIT 15;","notes":"Applies the Low-Support Group Count template with group_col bound to \"release_year\" and returns the 15 release years with the smallest support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..340f22ae13445a10c238b9f329e104647c813c61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9267, "bytes_utf8": 9269, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9267, "bytes_utf8": 9269, "lines": 240, "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": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 643, "reasoning_output_tokens": 514}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7712c664d8ec473c7d08f073bfbcc0f0a0d94f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d81083cc49ca61ad", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 643, + "total_tokens": 15300, + "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": 18087.77, + "sql_execution_elapsed_ms_total": 21.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4837908cb74aaca6a6193f2dc7c7e045e81cd921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/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": "2026-05-19T16:02:23.696119+00:00", + "ended_at": "2026-05-19T16:02:26.979677+00:00", + "elapsed_ms": 3283.53, + "returncode": 1, + "prompt_metrics": { + "chars": 9267, + "bytes_utf8": 9269, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d3948ea1ebaffc4c6d4ba3bf643f7a344612bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/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": "2026-05-19T16:02:27.982576+00:00", + "ended_at": "2026-05-19T16:02:42.786876+00:00", + "elapsed_ms": 14804.24, + "prompt_metrics": { + "chars": 9267, + "bytes_utf8": 9269, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 923, + "bytes_utf8": 923, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 643, + "reasoning_output_tokens": 514 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51093130bf96f107425fcb24adef8a43b9be3bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51093130bf96f107425fcb24adef8a43b9be3bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "release_year", + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..704c686c7116e49ed78c20a3628d180875bb0248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5a4c-7351-b27d-2e67cd824c3e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1048c70183e9c292269ea803038739d29a980a5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5a4c-7351-b27d-2e67cd824c3e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78257a78d643a88f0e5b1e20facd1fbf0b959e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-6b34-75c3-b540-ae8d5b2a0c02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"release_year\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"release_year\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"release_year\\\" and measure_col=\\\"release_year\\\". CAST to REAL ensures SQLite averages numeric year values stored as TEXT; because the partition key and measure are the same column, each partition's average equals that release_year's numeric value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12032,"output_tokens":643,"reasoning_output_tokens":514}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..40533485d218714d366b135d69fc121aceeb9c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"release_year\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"release_year\") AS \"avg_measure\"\nFROM \"c17\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col=\"release_year\" and measure_col=\"release_year\". CAST to REAL ensures SQLite averages numeric year values stored as TEXT; because the partition key and measure are the same column, each partition's average equals that release_year's numeric value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81083cc49ca61ad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17ac4ad65fce20358ab3878390dc5ac171db02d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9359, "bytes_utf8": 9361, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 900, "bytes_utf8": 900, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 2518, "reasoning_output_tokens": 2259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b560246f27276f45df677d0c5bac9ed0e177622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d81d7775a36990c1", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2518, + "total_tokens": 17201, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 44626.33, + "sql_execution_elapsed_ms_total": 24.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96ed5dd5a8a669ea396c4bc408f2cb4e4474765b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:30.018591+00:00", + "ended_at": "2026-05-19T15:54:14.644964+00:00", + "elapsed_ms": 44626.33, + "prompt_metrics": { + "chars": 9359, + "bytes_utf8": 9361, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1345, + "bytes_utf8": 1345, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 900, + "bytes_utf8": 900, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2518, + "reasoning_output_tokens": 2259 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef25a91d6d06b13c23552a585d27e2b4ed9daec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=duration, measure_col=release_year.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "duration", + "measure_col": "release_year", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7284951abf839892ec80c562000e03127307719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-35c1-72a1-a40d-af23be8a10ed"} +{"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 \\\"duration\\\",\\n CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_int\\\",\\n COUNT(*) OVER (PARTITION BY \\\"duration\\\") AS \\\"cnt\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"duration\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"cd\\\"\\n FROM \\\"c17\\\"\\n WHERE COALESCE(TRIM(\\\"duration\\\"), '') <> ''\\n AND COALESCE(TRIM(\\\"release_year\\\"), '') <> ''\\n)\\nSELECT\\n \\\"duration\\\",\\n MIN(\\\"release_year_int\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"cd\\\" >= 0.95\\nGROUP BY \\\"duration\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"duration\\\" ASC;\",\"notes\":\"SQLite-compatible nearest-rank approximation of the 95th percentile using CUME_DIST(); casts \\\"release_year\\\" to INTEGER, excludes blank \\\"duration\\\"/\\\"release_year\\\", and applies min_group_size = 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":2518,"reasoning_output_tokens":2259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a96710b484bd3389316f96bf2858283155b7c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"duration\",\n CAST(\"release_year\" AS INTEGER) AS \"release_year_int\",\n COUNT(*) OVER (PARTITION BY \"duration\") AS \"cnt\",\n CUME_DIST() OVER (\n PARTITION BY \"duration\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"cd\"\n FROM \"c17\"\n WHERE COALESCE(TRIM(\"duration\"), '') <> ''\n AND COALESCE(TRIM(\"release_year\"), '') <> ''\n)\nSELECT\n \"duration\",\n MIN(\"release_year_int\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"cd\" >= 0.95\nGROUP BY \"duration\"\nORDER BY \"percentile_measure\" DESC, \"duration\" ASC;","notes":"SQLite-compatible nearest-rank approximation of the 95th percentile using CUME_DIST(); casts \"release_year\" to INTEGER, excludes blank \"duration\"/\"release_year\", and applies min_group_size = 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d81d7775a36990c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcd78e8d410173b232d933a35645542bf2e6d9e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9114, "bytes_utf8": 9116, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 9114, "bytes_utf8": 9116, "lines": 238, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 276, "reasoning_output_tokens": 167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86f8fd591d31c34ccb2e1e79b94a266b68c80a44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d8af18624e999d03", + "api_calls": 0, + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 276, + "total_tokens": 14912, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10951.38, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffa9046cf1fb5edb34a3c736c3006210320781b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:40.853566+00:00", + "ended_at": "2026-05-19T15:57:43.572941+00:00", + "elapsed_ms": 2719.35, + "returncode": 1, + "prompt_metrics": { + "chars": 9114, + "bytes_utf8": 9116, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e49f3db90a37dd779aef6a45b4474aedcccafdff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:44.575207+00:00", + "ended_at": "2026-05-19T15:57:52.807280+00:00", + "elapsed_ms": 8232.03, + "prompt_metrics": { + "chars": 9114, + "bytes_utf8": 9116, + "lines": 238, + "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": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14636, + "cached_input_tokens": 13696, + "output_tokens": 276, + "reasoning_output_tokens": 167 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffae00f383ae4078dfb67997962643e93ac6a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffae00f383ae4078dfb67997962643e93ac6a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1475bd206938c4b671d951f583be01fa3b39df7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0996-70b1-a657-f6cc85e41ccb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18cf93f0c00b279b5caca595e74caae4f2dd1bc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0996-70b1-a657-f6cc85e41ccb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e02d41ddbfba2a0e53ca467acd70abe548ecc863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-1822-79b0-904e-ce9eee950ab2"} +{"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(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c17\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"release_year\\\" and threshold fixed at 2019.0; cast \\\"release_year\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14636,"cached_input_tokens":13696,"output_tokens":276,"reasoning_output_tokens":167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3db7203bed698321e8ce6c501c82c2525a38995 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"release_year\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c17\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"release_year\" and threshold fixed at 2019.0; cast \"release_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_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af85d7500830f3a13d42aa830d5b3d19d6bd75b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9348, "bytes_utf8": 9350, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 13696, "output_tokens": 665, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9bc8e8d05e650eb8ef0bc1820739ed2bd2f6538c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_dfc6ff6d8f4b7337", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 665, + "total_tokens": 15365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15620.03, + "sql_execution_elapsed_ms_total": 12.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..560f82d3ce75a2f5f81edd4f32f4981b89e3e282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:24.064755+00:00", + "ended_at": "2026-05-19T15:42:39.684821+00:00", + "elapsed_ms": 15620.03, + "prompt_metrics": { + "chars": 9348, + "bytes_utf8": 9350, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 920, + "bytes_utf8": 920, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 541, + "bytes_utf8": 541, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 665, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f3478253f480691ddbd9d6efedeb67465d1f0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "release_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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..311ea33ae0f248c9621050774167ef5a36919762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-0c3d-77a0-95b4-d841f1cd5e0a"} +{"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(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c17\\\"\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Uses the Quantile Tail Slice template with measure_col bound to \\\"release_year\\\" and num_tiles=10. CAST is applied so the tail bucket is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":13696,"output_tokens":665,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bbae4a7fd3e0dd0e474011963182a6db654e889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c17\"\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;","notes":"Uses the Quantile Tail Slice template with measure_col bound to \"release_year\" and num_tiles=10. CAST is applied so the tail bucket is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f502600d14fd7cb524bb6c59a8ff0a785653848b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9724, "bytes_utf8": 9726, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 13696, "output_tokens": 483, "reasoning_output_tokens": 321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9929db39b731c4cb38db0ce0f31d756ef995217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_e1b2076c1bb1b913", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 483, + "total_tokens": 15264, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12800.79, + "sql_execution_elapsed_ms_total": 6.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc568fe7e1d0efebb941f3737917de5643cbc83e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:05.908511+00:00", + "ended_at": "2026-05-19T15:45:18.709343+00:00", + "elapsed_ms": 12800.79, + "prompt_metrics": { + "chars": 9724, + "bytes_utf8": 9726, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 970, + "bytes_utf8": 970, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 599, + "bytes_utf8": 599, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 13696, + "output_tokens": 483, + "reasoning_output_tokens": 321 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5999979b7b3aa7237e9431a284ef195c243f3768 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ed6e2b6de5ef56683f4cc2e274c0ba24c76c0be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-846e-7b71-bb06-686a9f7f5fff"} +{"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 \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS NUMERIC)) AS group_value\\n FROM \\\"c17\\\"\\n GROUP BY \\\"type\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"type\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to NUMERIC because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":13696,"output_tokens":483,"reasoning_output_tokens":321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9e171715651cd873378608e62db2d980fac3d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"type\", SUM(CAST(\"release_year\" AS NUMERIC)) AS group_value\n FROM \"c17\"\n GROUP BY \"type\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"type\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the planned template with group_col=\"type\" and measure_col=\"release_year\". Cast \"release_year\" to NUMERIC because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b283487a5a3884736f7a082e7a78d4750c6dfd19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9728, "bytes_utf8": 9730, "lines": 240, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 673, "bytes_utf8": 673, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbe8f8a3b7d18fc78a5066043017590885f2ac36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_e1e8445dcc7d51a1", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 15471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20204.88, + "sql_execution_elapsed_ms_total": 11.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1544c71b3b350c0af4fc75c6d08fd1d643b6b2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:07.243080+00:00", + "ended_at": "2026-05-19T15:46:27.448045+00:00", + "elapsed_ms": 20204.88, + "prompt_metrics": { + "chars": 9728, + "bytes_utf8": 9730, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1379, + "bytes_utf8": 1379, + "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": 673, + "bytes_utf8": 673, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d414cdaea2319e7e8f00bca8b61a936f6f18b128 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e15c9a3063b83a53d4a59f8b4254fd634cb99bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-7426-76a1-9c2d-811d6f5b68ed"} +{"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 1995636, Requested 15416. Please try again in 331ms. 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\\n \\\"rating\\\",\\n SUM(CAST(NULLIF(\\\"release_year\\\", '') AS REAL)) AS group_value\\n FROM \\\"c17\\\"\\n GROUP BY \\\"rating\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"rating\\\", 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=\\\"rating\\\" and measure_col=\\\"release_year\\\". \\\"release_year\\\" is cast to REAL, and empty strings are converted to NULL before summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":12032,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f13b8711e5b26a6f9e2f871621d322d0ee0527a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"rating\",\n SUM(CAST(NULLIF(\"release_year\", '') AS REAL)) AS group_value\n FROM \"c17\"\n GROUP BY \"rating\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"rating\", 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=\"rating\" and measure_col=\"release_year\". \"release_year\" is cast to REAL, and empty strings are converted to NULL before summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f79d50a89a236bb43aa4640f1882c7d8cfebe08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9573, "bytes_utf8": 9575, "lines": 242, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 782, "bytes_utf8": 782, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 13696, "output_tokens": 1107, "reasoning_output_tokens": 897}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46704db3d3ca689c0a7ed23b920adc6e7531b78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_e2862eb3a7de4d80", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 1107, + "total_tokens": 15869, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24234.18, + "sql_execution_elapsed_ms_total": 47.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffd847ba3bf4557408622ce51b3da111512564c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:30.895027+00:00", + "ended_at": "2026-05-19T15:37:55.129235+00:00", + "elapsed_ms": 24234.18, + "prompt_metrics": { + "chars": 9573, + "bytes_utf8": 9575, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1183, + "bytes_utf8": 1183, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 1107, + "reasoning_output_tokens": 897 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22a08a4d393869369f65d1ad120161bdfb38f4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "type", + "measure_col": "release_year", + "item_col": "cast", + "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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b766438e64e41fee27a942ee5ea259472213cfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-932a-7511-bca3-fccb0297ff15"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n AND \\\"cast\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"type\\\", item_col=\\\"cast\\\", and measure_col=CAST(\\\"release_year\\\" AS INTEGER) because the schema stores release_year as TEXT. Blank cast and release_year values are filtered out to avoid missing-value groups and non-informative sums.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":13696,"output_tokens":1107,"reasoning_output_tokens":897}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f6622598a60a7d338eb83b862ea0a4ecb04159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"type\", \"cast\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE \"cast\" IS NOT NULL\n AND \"cast\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"type\", \"cast\"\nORDER BY share_within_group DESC;","notes":"Applied the planned template with group_col=\"type\", item_col=\"cast\", and measure_col=CAST(\"release_year\" AS INTEGER) because the schema stores release_year as TEXT. Blank cast and release_year values are filtered out to avoid missing-value groups and non-informative sums."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3271def2cf0cfb87e2f55ad34774ccaeec9e255c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9474, "bytes_utf8": 9476, "lines": 244, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14739, "cached_input_tokens": 12032, "output_tokens": 381, "reasoning_output_tokens": 259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1756425ce672676ee884fbe36d7a8123e33e60c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_e531f100c2557a12", + "api_calls": 0, + "input_tokens": 14739, + "cached_input_tokens": 12032, + "output_tokens": 381, + "total_tokens": 15120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12096.55, + "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_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30ef4b328ed605f29a614bb3003fe7e92eeb72c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:39.604190+00:00", + "ended_at": "2026-05-19T15:39:51.700769+00:00", + "elapsed_ms": 12096.55, + "prompt_metrics": { + "chars": 9474, + "bytes_utf8": 9476, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 840, + "bytes_utf8": 840, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14739, + "cached_input_tokens": 12032, + "output_tokens": 381, + "reasoning_output_tokens": 259 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8f71e16caed378678b6609b4238cde7f735242f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=type, group_col_2=rating.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "type", + "group_col_2": "rating", + "predicate_col": "release_year", + "predicate_op": ">=", + "predicate_value": 2019.0, + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8cb63bfd934e23bf57ef0bd27aa0e2a995430e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-89e4-7f73-82c1-4e2dc8dd8f67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"type\\\", \\\"rating\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nWHERE CAST(\\\"release_year\\\" AS INTEGER) >= 2019\\nGROUP BY \\\"type\\\", \\\"rating\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"type\\\", group_col_2=\\\"rating\\\", and predicate_col=\\\"release_year\\\". CAST is applied because \\\"release_year\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14739,"cached_input_tokens":12032,"output_tokens":381,"reasoning_output_tokens":259}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df9e8aca50e0a3388700fdb9c6a2404038082b7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"type\", \"rating\", COUNT(*) AS row_count\nFROM \"c17\"\nWHERE CAST(\"release_year\" AS INTEGER) >= 2019\nGROUP BY \"type\", \"rating\"\nORDER BY row_count DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"type\", group_col_2=\"rating\", and predicate_col=\"release_year\". CAST is applied because \"release_year\" 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_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e531f100c2557a12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5264eeab09490327dcb63ed76e7f03a4dad751d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/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": "2026-05-19T16:01:28.735538+00:00", + "ended_at": "2026-05-19T16:01:32.080758+00:00", + "elapsed_ms": 3345.19, + "returncode": 1, + "prompt_metrics": { + "chars": 9259, + "bytes_utf8": 9261, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c567234a10f3e1ca81dcc1e95514fa5adfe22a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/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": "2026-05-19T16:01:33.083697+00:00", + "ended_at": "2026-05-19T16:01:36.360505+00:00", + "elapsed_ms": 3276.76, + "returncode": 1, + "prompt_metrics": { + "chars": 9259, + "bytes_utf8": 9261, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e433818ba65755eb24479d3a13fdc52dc5e0818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "rating", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e433818ba65755eb24479d3a13fdc52dc5e0818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "rating", + "measure_col": "release_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": 2018.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87e9cb93a67490502e390b832587ce5ecad90a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-83c7-7181-a4ad-5ae8f23e9ef9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3352fd4e146932565e302d0cfcdb1cf79da2a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-83c7-7181-a4ad-5ae8f23e9ef9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90a5ade76eb596b136f801aadb9562976f627348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-94a3-7af0-af1c-5673e5f1f596"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d52a9bb8c566a98f977a08defb62c359a56e697d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-94a3-7af0-af1c-5673e5f1f596"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e9e012d8a86975a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2313d2f498f2cc2b2a3b8f3dba39b948bd05c718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9151, "bytes_utf8": 9153, "lines": 238, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 13696, "output_tokens": 331, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d22d2ced86c915fb44516d86ca6ab710f8fe1de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_ea0f78a371f42d6d", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 331, + "total_tokens": 14987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9718.75, + "sql_execution_elapsed_ms_total": 7.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dadee96879d82055216b7609b6fe4c96d03c4602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:09.149416+00:00", + "ended_at": "2026-05-19T15:58:18.868197+00:00", + "elapsed_ms": 9718.75, + "prompt_metrics": { + "chars": 9151, + "bytes_utf8": 9153, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 656, + "bytes_utf8": 656, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 13696, + "output_tokens": 331, + "reasoning_output_tokens": 241 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5396426899153dff03aaf247be3665c1bfe19186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=type.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "type", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be2b9c50d51a59338e0e7da9d17ace21b44ade5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7827-73a3-9206-54823a3ed68c"} +{"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 \\\"type\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"support\\\" ASC, \\\"type\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"type\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":13696,"output_tokens":331,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..105fbc6459e357052f6f469dfc7df938baf0a2b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"type\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"support\" ASC, \"type\"\nLIMIT 10;","notes":"Applied the Low-Support Group Count template with group_col bound to \"type\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea0f78a371f42d6d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c16d416383135e3e3f0a6b9c458d53cbd793998f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9422, "bytes_utf8": 9424, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 12032, "output_tokens": 602, "reasoning_output_tokens": 507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adbe37000bd6fdf840b7aee056633f2bdacff9f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_ef2e680a385b15de", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 602, + "total_tokens": 15308, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12518.67, + "sql_execution_elapsed_ms_total": 7.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a39f8406426c08e7899a5405945a0c3f2c33563 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:14.462952+00:00", + "ended_at": "2026-05-19T15:56:26.981655+00:00", + "elapsed_ms": 12518.67, + "prompt_metrics": { + "chars": 9422, + "bytes_utf8": 9424, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 602, + "reasoning_output_tokens": 507 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55fcef59d394a9962e3d7c0af03761158dd85152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=rating, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rating", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c191dadf24b9e72bb8309dbcb8740cd87bc86a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-b826-7902-a1f4-08a9ec64d3fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"rating\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Grouped condition rate by rating, measuring the within-rating proportion of rows where type is 'Movie'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":12032,"output_tokens":602,"reasoning_output_tokens":507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc96924bbef80590d3902f0aff5d9e5b90bfdee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"rating\",\n AVG(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"condition_rate\" DESC;","notes":"Grouped condition rate by rating, measuring the within-rating proportion of rows where type is 'Movie'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ef2e680a385b15de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e228339b28e84e18e3345da209ba6f0f645668d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9418, "bytes_utf8": 9420, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 527, "bytes_utf8": 527, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 13696, "output_tokens": 238, "reasoning_output_tokens": 99}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17fdcb4015b2754852356dbbf8f2ee23c969038a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_f14d58feca924f5c", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 238, + "total_tokens": 14944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7111.28, + "sql_execution_elapsed_ms_total": 4.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6664d1f70f760c58a373869370b2e6fcfbf9861 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:14.677333+00:00", + "ended_at": "2026-05-19T15:54:21.788639+00:00", + "elapsed_ms": 7111.28, + "prompt_metrics": { + "chars": 9418, + "bytes_utf8": 9420, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 889, + "bytes_utf8": 889, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 527, + "bytes_utf8": 527, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 238, + "reasoning_output_tokens": 99 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4e92bf860f2e54b76a419550ceefb598638668a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "Movie", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6880e12638af8f6d94998edef27a86ac177c9d12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-e446-7fa2-8b34-53490ec6c5f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"type\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"type\\\" and condition_col=\\\"type\\\". Because the grouping column and condition column are the same, this measures a tautological within-group proportion: the \\\"Movie\\\" group will have rate 1.0 and the \\\"TV Show\\\" group will have rate 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":13696,"output_tokens":238,"reasoning_output_tokens":99}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..348523b247aa00e3f07aaa6258dfea2bf1c137c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"type\",\n AVG(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"type\" and condition_col=\"type\". Because the grouping column and condition column are the same, this measures a tautological within-group proportion: the \"Movie\" group will have rate 1.0 and the \"TV Show\" group will have rate 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f14d58feca924f5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ef2696e49de391ee45ced6147e72a9002cb70aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9417, "bytes_utf8": 9419, "lines": 243, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 12032, "output_tokens": 356, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da39aa1d8e2573f12b6facb51242e647bc114af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_f89040ecbc8394e1", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 356, + "total_tokens": 15062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9217.08, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98c1b4232bbf39cc7d283f5a8aa280a258d4ebdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:21.799041+00:00", + "ended_at": "2026-05-19T15:54:31.016158+00:00", + "elapsed_ms": 9217.08, + "prompt_metrics": { + "chars": 9417, + "bytes_utf8": 9419, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 356, + "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_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68061cc923945574b84f162efe1e7842cd5a2a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c17 +- dataset_name: Netflix Shows +- table_name: c17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `type`. +- task_type: classification +- target_column: type +- main_row_count: 8807 +- important_fields: +- show_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for show id. +- type: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for type. +- title: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for title. +- director: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for director. +- cast: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for cast. +- country: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for country. +- date_added: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for date added. +- release_year: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for release year. +- rating: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for rating. +- duration: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for duration. +- listed_in: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for listed in. +- description: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for description. +- useful_field_combinations: [['type', 'release_year', 'type'], ['release_year', 'rating', 'type']] +- fields_requiring_caution: ['type', 'director', 'country', 'date_added', 'cast'] +- source_url: https://www.kaggle.com/datasets/shivamb/netflix-shows + +SQLite schema snapshot: +{ + "table_name": "c17", + "quoted_table_name": "\"c17\"", + "row_count": 8807, + "columns": [ + { + "name": "show_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "director", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cast", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "date_added", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "release_year", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "listed_in", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "show_id": "s1", + "type": "Movie", + "title": "Dick Johnson Is Dead", + "director": "Kirsten Johnson", + "cast": "", + "country": "United States", + "date_added": "September 25, 2021", + "release_year": "2020", + "rating": "PG-13", + "duration": "90 min", + "listed_in": "Documentaries", + "description": "As her father nears the end of his life, filmmaker Kirsten Johnson stages his death in inventive and comical ways to help them both face the inevitable." + }, + { + "show_id": "s2", + "type": "TV Show", + "title": "Blood & Water", + "director": "", + "cast": "Ama Qamata, Khosi Ngema, Gail Mabalane, Thabang Molaba, Dillon Windvogel, Natasha Thahane, Arno Greeff, Xolile Tshabalala, Getmore Sithole, Cindy Mahlangu, Ryle De Morny, Greteli Fincham, Sello Maake Ka-Ncube, Odwa Gwanya, Mekaila Mathys, Sandi Schultz, Duane Williams, Shamilla Miller, Patrick Mofokeng", + "country": "South Africa", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, TV Dramas, TV Mysteries", + "description": "After crossing paths at a party, a Cape Town teen sets out to prove whether a private-school swimming star is her sister who was abducted at birth." + }, + { + "show_id": "s3", + "type": "TV Show", + "title": "Ganglands", + "director": "Julien Leclercq", + "cast": "Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabiha Akkari, Sofia Lesaffre, Salim Kechiouche, Noureddine Farihi, Geert Van Rampelberg, Bakary Diombera", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Crime TV Shows, International TV Shows, TV Action & Adventure", + "description": "To protect his family from a powerful drug lord, skilled thief Mehdi and his expert team of robbers are pulled into a violent and deadly turf war." + }, + { + "show_id": "s4", + "type": "TV Show", + "title": "Jailbirds New Orleans", + "director": "", + "cast": "", + "country": "", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "1 Season", + "listed_in": "Docuseries, Reality TV", + "description": "Feuds, flirtations and toilet talk go down among the incarcerated women at the Orleans Justice Center in New Orleans on this gritty reality series." + }, + { + "show_id": "s5", + "type": "TV Show", + "title": "Kota Factory", + "director": "", + "cast": "Mayur More, Jitendra Kumar, Ranjan Raj, Alam Khan, Ahsaas Channa, Revathi Pillai, Urvi Singh, Arun Kumar", + "country": "India", + "date_added": "September 24, 2021", + "release_year": "2021", + "rating": "TV-MA", + "duration": "2 Seasons", + "listed_in": "International TV Shows, Romantic TV Shows, TV Comedies", + "description": "In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student and his friends navigate campus life." + } + ] +} + +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": "c17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 2019.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..294eab2d0fca105464a3b9804e2b3c541a5801fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-ffd4-76d1-b9a8-43390d152d75"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"type\\\",\\n AVG(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"type\\\" and condition_col=\\\"type\\\". This is a self-referential probe on the target column, so each group's rate is deterministic: 1 for 'TV Show' and 0 for other type values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":12032,"output_tokens":356,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a09cede44cf0a631bd9988e5e638c2915737ab78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"type\",\n AVG(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"type\" and condition_col=\"type\". This is a self-referential probe on the target column, so each group's rate is deterministic: 1 for 'TV Show' and 0 for other type values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f89040ecbc8394e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab5be413105f4bc25d5a8c72edc26e37d0e66214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"finance\", \"support\"], \"rows\": [{\"finance\": \"inconv\", \"support\": 6480}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2dee30956a5618225f38a6324089385ab78be3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:52:29.662765+00:00", + "ended_at": "2026-05-19T15:52:37.658982+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_286188919a0ffab1", + "problem_id": "v2p_c7_e50c463ec6d0d66d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_286188919a0ffab1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_286188919a0ffab1", + "api_calls": 0, + "input_tokens": 13919, + "cached_input_tokens": 12672, + "output_tokens": 220, + "total_tokens": 14139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7988.41, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82c8c2303dc8a1f8c3dd6ea2bff6f3a121e22363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_286188919a0ffab1", + "api_calls": 0, + "input_tokens": 13919, + "cached_input_tokens": 12672, + "output_tokens": 220, + "total_tokens": 14139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7988.41, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f323b380da76f88e1801ecec576bf3efbb734cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "critical", "support": 2592, "support_share": 0.2, "cumulative_support": 2592}, {"value_label": "improper", "support": 2592, "support_share": 0.2, "cumulative_support": 5184}, {"value_label": "less_proper", "support": 2592, "support_share": 0.2, "cumulative_support": 7776}, {"value_label": "proper", "support": 2592, "support_share": 0.2, "cumulative_support": 10368}, {"value_label": "very_crit", "support": 2592, "support_share": 0.2, "cumulative_support": 12960}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46963a625297fcb9cc586f2ab0681d70c5ca07e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_3897abdac4660d1b +-- problem_id: v2p_c7_7110b0bb08cafc96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2e4220588709ff6cd25f5b5ca70797458ca1005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c7_3897abdac4660d1b\n-- problem_id: v2p_c7_7110b0bb08cafc96\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"has_nurs\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c7_3897abdac4660d1b\\n-- problem_id: v2p_c7_7110b0bb08cafc96\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"has_nurs\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"critical\", \"support\": 2592, \"support_share\": 0.2, \"cumulative_support\": 2592}, {\"value_label\": \"improper\", \"support\": 2592, \"support_share\": 0.2, \"cumulative_support\": 5184}, {\"value_label\": \"less_proper\", \"support\": 2592, \"support_share\": 0.2, \"cumulative_support\": 7776}, {\"value_label\": \"proper\", \"support\": 2592, \"support_share\": 0.2, \"cumulative_support\": 10368}, {\"value_label\": \"very_crit\", \"support\": 2592, \"support_share\": 0.2, \"cumulative_support\": 12960}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c30ef6bb63ba1071e208555e73eb5c2193e8be06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.820485+00:00", + "ended_at": "2026-05-19T15:57:16.830470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3897abdac4660d1b", + "problem_id": "v2p_c7_7110b0bb08cafc96", + "dataset_id": "c7", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3897abdac4660d1b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3897abdac4660d1b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2491bd342e2add0f11a7790cd5d7f08db8e4408b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "complete", "support": 3240, "support_share": 0.25, "support_rank": 1}, {"value_label": "completed", "support": 3240, "support_share": 0.25, "support_rank": 2}, {"value_label": "foster", "support": 3240, "support_share": 0.25, "support_rank": 3}, {"value_label": "incomplete", "support": 3240, "support_share": 0.25, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20de16e8dc5e474d909928af890015b65317a749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_483c0da2169bb7de +-- problem_id: v2p_c7_f9d158a2a56541da +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8eff0eb3c16045bd2a113aba81259bc9ff11b294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c7_483c0da2169bb7de\n-- problem_id: v2p_c7_f9d158a2a56541da\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"form\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c7_483c0da2169bb7de\\n-- problem_id: v2p_c7_f9d158a2a56541da\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"form\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"complete\", \"support\": 3240, \"support_share\": 0.25, \"support_rank\": 1}, {\"value_label\": \"completed\", \"support\": 3240, \"support_share\": 0.25, \"support_rank\": 2}, {\"value_label\": \"foster\", \"support\": 3240, \"support_share\": 0.25, \"support_rank\": 3}, {\"value_label\": \"incomplete\", \"support\": 3240, \"support_share\": 0.25, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0705c08dcd4ea9059a5adb4ab788d39d2db5b64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.886628+00:00", + "ended_at": "2026-05-19T15:57:16.890720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_483c0da2169bb7de", + "problem_id": "v2p_c7_f9d158a2a56541da", + "dataset_id": "c7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_483c0da2169bb7de.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_483c0da2169bb7de/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9962c783ba59979b7a79aa62b3e156b59a438878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:08.109411+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11072.4, "started_at": "2026-05-19T15:49:57.035239+00:00", "ended_at": "2026-05-19T15:50:08.107674+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13972, "cached_input_tokens": 12672, "output_tokens": 440, "reasoning_output_tokens": 319}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=finance, group_col_2=health, target_col=class, and target_value='very_recom'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6128a2993bc4cff0afcd546306e0ee4ee61d6a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:07.057610+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10810.08, "started_at": "2026-05-19T15:37:56.246674+00:00", "ended_at": "2026-05-19T15:38:07.056785+00:00", "prompt_metrics": {"chars": 6563, "bytes_utf8": 6563, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13966, "cached_input_tokens": 12672, "output_tokens": 427, "reasoning_output_tokens": 313}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\", \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"has_nurs\\\", group_col_2=\\\"class\\\", and predicate finance = 'convenient'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01b3023b60471e888daa8574f49e064a19212625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d20cedcdc49cdd8f012bbb9cfedba695e0686e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_82ae9a453ec10238 +-- problem_id: v2p_c7_8f788c36fad6b183 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c9e31f3e3f18e068b264655da7e742c5ba6edf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 17;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"very_crit\", \"support\": 864}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad4ecce9250b3cd82b01acd8e1947a33d1c366c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:41:40.918570+00:00", + "ended_at": "2026-05-19T15:41:48.050507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_82ae9a453ec10238", + "problem_id": "v2p_c7_8f788c36fad6b183", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_82ae9a453ec10238.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_82ae9a453ec10238", + "api_calls": 0, + "input_tokens": 13952, + "cached_input_tokens": 12672, + "output_tokens": 212, + "total_tokens": 14164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7120.92, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea2c770a45924aa8de417b9e5270f3f5bc53f67e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:48.042209+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7120.92, "started_at": "2026-05-19T15:41:40.920511+00:00", "ended_at": "2026-05-19T15:41:48.041460+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13952, "cached_input_tokens": 12672, "output_tokens": 212, "reasoning_output_tokens": 102}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 17;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"has_nurs\\\", and top_k=17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..016292b57a63bac2e2a426add9cd78544a206ac6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_82ae9a453ec10238", + "api_calls": 0, + "input_tokens": 13952, + "cached_input_tokens": 12672, + "output_tokens": 212, + "total_tokens": 14164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7120.92, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20db29b1fac8d4af98b676e5ad765d995d1844ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "3", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f474d0174aa917d88503fb791cc1971e6bba11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0d8e02160bae837854a8bc4b1818931918ba154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"3\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..399e4b4a9b67cc90a620050ab69a308ac0603f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:56:24.384075+00:00", + "ended_at": "2026-05-19T15:56:33.696793+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9b49c63e65d3bd42", + "problem_id": "v2p_c7_4093b532bf168a36", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b49c63e65d3bd42.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9b49c63e65d3bd42", + "api_calls": 0, + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 321, + "total_tokens": 14270, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9301.84, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2092f6089336e87cc10136ea772428abef65f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:33.690346+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9301.84, "started_at": "2026-05-19T15:56:24.386846+00:00", "ended_at": "2026-05-19T15:56:33.688729+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13949, "cached_input_tokens": 12672, "output_tokens": 321, "reasoning_output_tokens": 213}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the required template with bound roles exactly as provided: group_col=\\\"children\\\", entity_col=\\\"children\\\", predicate_col=\\\"children\\\", predicate_value='3', top_k=13.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc756236f034177a731bd203a8880fcc2932d8c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9b49c63e65d3bd42", + "api_calls": 0, + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 321, + "total_tokens": 14270, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9301.84, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56f75d506bd24bf248b4de280d3c14878f250ae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d92dc6cb41c7a91d7c5ea8983d507cb89ac35d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_bb9ed467963bb03e +-- problem_id: v2p_c7_293d0098a19349fd +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY "support" ASC, "parents", "finance" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d395054618f5e9141802ee7a0e0500d529263696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY \"support\" ASC, \"parents\", \"finance\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 11;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6a229041b011224017ac8eaba0fac8554411240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:42:27.699590+00:00", + "ended_at": "2026-05-19T15:42:39.546849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bb9ed467963bb03e", + "problem_id": "v2p_c7_293d0098a19349fd", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bb9ed467963bb03e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bb9ed467963bb03e", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14325, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11836.51, + "sql_execution_elapsed_ms_total": 6.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f082aca730c6caa785839ce0ebce33169c9a5f71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:39.538568+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11836.51, "started_at": "2026-05-19T15:42:27.701275+00:00", "ended_at": "2026-05-19T15:42:39.537809+00:00", "prompt_metrics": {"chars": 6415, "bytes_utf8": 6415, "lines": 204, "estimated_tokens": null}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12672, "output_tokens": 377, "reasoning_output_tokens": 270}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 11;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and top_k=11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a06a3b611a156777e4c234cd0d2f72f1c4a90ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bb9ed467963bb03e", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14325, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11836.51, + "sql_execution_elapsed_ms_total": 6.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c902fc8012f9fc99d57b349d74e80d8b667052d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "critical", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "improper", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c106a65141a777fa19dd93f3aa403b99275912d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f45b6a14a8e4c159 +-- problem_id: v2p_c7_ce0d67130d4b351a +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0880c67595405f29418858620a4453e627f9c28b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"critical\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"improper\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e404f9f5bba74a723e7e91beb617a5bc155dfbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:33:45.600125+00:00", + "ended_at": "2026-05-19T15:33:56.954358+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f45b6a14a8e4c159", + "problem_id": "v2p_c7_ce0d67130d4b351a", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f45b6a14a8e4c159.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f45b6a14a8e4c159", + "api_calls": 0, + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 355, + "total_tokens": 14295, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11338.91, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58caeef2c97594444f81cf6b59a851829ed4a046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:56.942435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11338.91, "started_at": "2026-05-19T15:33:45.601897+00:00", "ended_at": "2026-05-19T15:33:56.940847+00:00", "prompt_metrics": {"chars": 6523, "bytes_utf8": 6523, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13940, "cached_input_tokens": 12672, "output_tokens": 355, "reasoning_output_tokens": 215}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested template with group_col and condition_col both bound to \\\"has_nurs\\\" and condition_value bound to 'critical'. Because the grouping column and condition column are the same, each group's condition_rate will be 1.0 for the 'critical' group and 0.0 for all other groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e97dbb08a90fc74d791f1eb6c8719d616a577eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f45b6a14a8e4c159", + "api_calls": 0, + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 355, + "total_tokens": 14295, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11338.91, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca873c3a7a2e069fc2dbccc6aed90296e0e1845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=class, target_col=class. +Result preview: [{"housing": "convenient", "class": "priority", "target_rate": 1.0}, {"housing": "critical", "class": "priority", "target_rate": 1.0}, {"housing": "less_conv", "class": "priority", "target_rate": 1.0}, {"housing": "convenient", "class": "not_recom", "target_rate": 0.0}, {"housing": "convenient", "class": "recommend", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f829315997e8af4a30ef58220c892b0c983ed53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_f653a2ab3cfa5cc6 +-- problem_id: v2p_c7_b7d5a88e2174499f +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b938de689cb5d6a4ac1eb35faec6316778eace1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"class\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"class\": \"priority\", \"target_rate\": 1.0}, {\"housing\": \"critical\", \"class\": \"priority\", \"target_rate\": 1.0}, {\"housing\": \"less_conv\", \"class\": \"priority\", \"target_rate\": 1.0}, {\"housing\": \"convenient\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7d66823255c2cc5b4c7c1e1b31d66823aea9ff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:49:09.185960+00:00", + "ended_at": "2026-05-19T15:49:18.371465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f653a2ab3cfa5cc6", + "problem_id": "v2p_c7_b7d5a88e2174499f", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f653a2ab3cfa5cc6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f653a2ab3cfa5cc6", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12672, + "output_tokens": 352, + "total_tokens": 14321, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9165.79, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..959ce563e3aeb66a070fe2b008ac2fe5e8aa0d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:18.354617+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9165.79, "started_at": "2026-05-19T15:49:09.187657+00:00", "ended_at": "2026-05-19T15:49:18.353476+00:00", "prompt_metrics": {"chars": 6538, "bytes_utf8": 6538, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13969, "cached_input_tokens": 12672, "output_tokens": 352, "reasoning_output_tokens": 219}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the required template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", target_value='priority'. Grouping by \\\"class\\\" makes the computed target_rate deterministic within each class subgroup, but this follows the provided plan exactly.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8e33a2b2b72c61298d9a8abcb19137ba21b2b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f653a2ab3cfa5cc6", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12672, + "output_tokens": 352, + "total_tokens": 14321, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9165.79, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ad4990b82ea0f7b575f3af12b209681e39bb6b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_fbd6decc43137eee +-- problem_id: v2p_c7_bd6787a1ee84a0a4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df57e82e3255e5f45f94bda0bfabf3d0987a1717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 19;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}, {\"has_nurs\": \"improper\", \"support\": 2592}, {\"has_nurs\": \"less_proper\", \"support\": 2592}, {\"has_nurs\": \"proper\", \"support\": 2592}, {\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.77}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1609e5065290945b17fbb1b29cda6f4488d03b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:40:31.804285+00:00", + "ended_at": "2026-05-19T15:40:45.828882+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_fbd6decc43137eee", + "problem_id": "v2p_c7_bd6787a1ee84a0a4", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fbd6decc43137eee.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_fbd6decc43137eee", + "api_calls": 0, + "input_tokens": 13884, + "cached_input_tokens": 12672, + "output_tokens": 268, + "total_tokens": 14152, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14016.98, + "sql_execution_elapsed_ms_total": 3.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3dcf5a0a676a316f4a3a10cf3c8b273860cc7cda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_fbd6decc43137eee", + "api_calls": 0, + "input_tokens": 13884, + "cached_input_tokens": 12672, + "output_tokens": 268, + "total_tokens": 14152, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14016.98, + "sql_execution_elapsed_ms_total": 3.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_00fd7129d54cd1a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_00fd7129d54cd1a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d77d9c0ca4a979abca5167e89083794e67e9ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_00fd7129d54cd1a0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_00fd7129d54cd1a0 +-- problem_id: v2p_c7_35c3299701f49d28 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "has_nurs" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_025a43508b7af3dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_025a43508b7af3dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d49d0ba2308a3f75d2d41ddc8e3e5616cea0dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_025a43508b7af3dc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_025a43508b7af3dc +-- problem_id: v2p_c7_bd1678bceb4f351d +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + AVG(CASE WHEN "parents" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "c7" +GROUP BY "parents" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_02ae4f76f7745eed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_02ae4f76f7745eed.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d3baa737aa7b210616414a8aa8ef6992226602c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_02ae4f76f7745eed.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_034b189bd3aaf62a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_034b189bd3aaf62a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1205063e14ef63874d079051e26eb90b67d11f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_034b189bd3aaf62a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_034b189bd3aaf62a +-- problem_id: v2p_c7_d5fe747daa959f70 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_03967842cb8b6b0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_03967842cb8b6b0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a14c8611dd219cba50c092cf39c484c742d06518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_03967842cb8b6b0b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_03967842cb8b6b0b +-- problem_id: v2p_c7_3e1c67ef42353896 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "children" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04102e27247e1d92.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04102e27247e1d92.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7479b939308a8d624da92551b0ea3f52109ae5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04102e27247e1d92.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_04102e27247e1d92 +-- problem_id: v2p_c7_4ae85f6f1e7adf73 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "class", COUNT(*) AS row_count +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "form", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04223e355625648d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04223e355625648d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d8a3c0f08201f07c627201faa64c0972bc618b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04223e355625648d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_04223e355625648d +-- problem_id: v2p_c7_46df379f83ed34ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_056b629c2c6e1405.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_056b629c2c6e1405.sql new file mode 100644 index 0000000000000000000000000000000000000000..eba400ac78db65a1d5977bc0bada0d9157a159dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_056b629c2c6e1405.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_056b629c2c6e1405 +-- problem_id: v2p_c7_84d44f4e2b40ce5d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = 'more' +GROUP BY "children" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_072a99e789da2a61.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_072a99e789da2a61.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2bb9a1d4a188fe57ec9ce1447b7dff7d564bcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_072a99e789da2a61.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_072a99e789da2a61 +-- problem_id: v2p_c7_067902c85554beee +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "housing" +ORDER BY "support" ASC, "housing" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_073eb368986f1940.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_073eb368986f1940.sql new file mode 100644 index 0000000000000000000000000000000000000000..67cef39db92f2802ae61d0014f7284168e9d3068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_073eb368986f1940.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_073eb368986f1940 +-- problem_id: v2p_c7_024294b9d3725af8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0763e66113c6e3a4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0763e66113c6e3a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6523c406219c6ab2391a2ffeef8f27d17ca8d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0763e66113c6e3a4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_0763e66113c6e3a4 +-- problem_id: v2p_c7_b74cf2490a4f921e +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_09b9d805092a47a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_09b9d805092a47a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..51107ea9594ad37e7f334706aa620faa56c8e5c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_09b9d805092a47a6.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_09b9d805092a47a6 +-- problem_id: v2p_c7_9ed14ffec978a009 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0d360e389e7fca67.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0d360e389e7fca67.sql new file mode 100644 index 0000000000000000000000000000000000000000..5add0919358b6f2829b6def56bc667d7e3f1284b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0d360e389e7fca67.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_0d360e389e7fca67 +-- problem_id: v2p_c7_10cf962d443f7285 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "has_nurs", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0e61ac514c7b928e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0e61ac514c7b928e.sql new file mode 100644 index 0000000000000000000000000000000000000000..38690432e53095fb30d45370af6c92956a045196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0e61ac514c7b928e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_0e61ac514c7b928e +-- problem_id: v2p_c7_56ded2c4834e08b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "social" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1325201f661a07ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1325201f661a07ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e3509860691730a4ec15bc1a215bc2533641b9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1325201f661a07ae.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_1325201f661a07ae +-- problem_id: v2p_c7_b929dabda63069c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS "support" +FROM "c7" +WHERE "form" = 'foster' +GROUP BY "form" +ORDER BY "support" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_19656a865f1e1ef8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_19656a865f1e1ef8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e626bcf446013eb8e1725f9e6c967af3471e8956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_19656a865f1e1ef8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_19656a865f1e1ef8 +-- problem_id: v2p_c7_89f587d7fc02f000 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1ae8b37522d603e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1ae8b37522d603e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c72d382859b39fb480c185cf6e2f8fbadf56257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1ae8b37522d603e0.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_1ae8b37522d603e0 +-- problem_id: v2p_c7_a4ce9ba6a9a2feba +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b41171d4367a5a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b41171d4367a5a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c389ef59582b5fb9770b96a683786c6c112ed6c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b41171d4367a5a6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_1b41171d4367a5a6 +-- problem_id: v2p_c7_acc219f7ae6d060a +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b874d20ee714d26.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b874d20ee714d26.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bedd56d827ca73a46701d819c1f22f86b3cf7cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b874d20ee714d26.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_1b874d20ee714d26 +-- problem_id: v2p_c7_baa22c280ae3b4e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'very_crit' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1be76d751663831a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1be76d751663831a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fde80c18b60b8a05ff34e3773bef791a9bf08a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1be76d751663831a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_1be76d751663831a +-- problem_id: v2p_c7_ee8eb9f0861a0f98 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1eec5e9735b1eb95.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1eec5e9735b1eb95.sql new file mode 100644 index 0000000000000000000000000000000000000000..23d4e2c83219baceb005656732d884ea06f6a7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1eec5e9735b1eb95.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_1eec5e9735b1eb95 +-- problem_id: v2p_c7_d2b2181edea54c20 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_20f2dc799e59d836.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_20f2dc799e59d836.sql new file mode 100644 index 0000000000000000000000000000000000000000..e052a7a28da535617f16cc666b2ce0a95452dafa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_20f2dc799e59d836.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_20f2dc799e59d836 +-- problem_id: v2p_c7_e955df20d62feb12 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "children", COUNT(*) AS "support" +FROM "c7" +GROUP BY "form", "children" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2251b037d8d0a23f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2251b037d8d0a23f.sql new file mode 100644 index 0000000000000000000000000000000000000000..783b2a0174f540912df616bb5d85c4f8fd8b5edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2251b037d8d0a23f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_235a4810d61e4351.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_235a4810d61e4351.sql new file mode 100644 index 0000000000000000000000000000000000000000..c72e780a2933a6198af8912ca933a80a5f30e97b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_235a4810d61e4351.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_235a4810d61e4351 +-- problem_id: v2p_c7_d591c4a1ea00c0ce +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29bb347fa63c9fb2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29bb347fa63c9fb2.sql new file mode 100644 index 0000000000000000000000000000000000000000..494eeceb9a4e5df887bf0e69c9f50b1517e8d793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29bb347fa63c9fb2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_29bb347fa63c9fb2 +-- problem_id: v2p_c7_dac9eee1c648bdca +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29cb97193d9daf86.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29cb97193d9daf86.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ee94e7af6f5bdf76d5b37bbf47ea581ab024b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29cb97193d9daf86.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3478860f66083be3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3478860f66083be3.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d0de530af384e5c89f09f7f818dfd2fb23346ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3478860f66083be3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_3478860f66083be3 +-- problem_id: v2p_c7_483ff5372ac03ad5 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_34a3319fddc43217.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_34a3319fddc43217.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ba0beadd96f01ed8b81f82f493654c3298187a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_34a3319fddc43217.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_34a3319fddc43217 +-- problem_id: v2p_c7_513a20ab03474d48 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS "distinct_entities" +FROM "c7" +GROUP BY "has_nurs" +ORDER BY "distinct_entities" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3897abdac4660d1b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3897abdac4660d1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..46963a625297fcb9cc586f2ab0681d70c5ca07e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3897abdac4660d1b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_3897abdac4660d1b +-- problem_id: v2p_c7_7110b0bb08cafc96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_38bc50de4de59927.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_38bc50de4de59927.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee8b83266fd55da007c6862a8d3b876c9b44ed13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_38bc50de4de59927.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_38bc50de4de59927 +-- problem_id: v2p_c7_1683aaf3a0203375 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3901159bfe5f23e1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3901159bfe5f23e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..189bd53121eb91176874449802ba8b6e0e472f79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3901159bfe5f23e1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_3901159bfe5f23e1 +-- problem_id: v2p_c7_019c3df9d19b112d +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS "distinct_entities" +FROM "c7" +GROUP BY "form" +ORDER BY "distinct_entities" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3b32b9c6f9deebee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3b32b9c6f9deebee.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed0e41573673691add0f9dd7415c2f1759bf093a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3b32b9c6f9deebee.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_3b32b9c6f9deebee +-- problem_id: v2p_c7_b76ecba333874c1b +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "social", COUNT(*) AS row_count +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "form", "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3babb1a4d6fa9d93.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3babb1a4d6fa9d93.sql new file mode 100644 index 0000000000000000000000000000000000000000..85100bf366fa04e2b1d982d5dc32a66d5cc0253e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3babb1a4d6fa9d93.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_3babb1a4d6fa9d93 +-- problem_id: v2p_c7_955468353b2b96d3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "form" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cb9ae5b4521a22a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cb9ae5b4521a22a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0e7288ece80f9c3415d720c836ec25b7b6265a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cb9ae5b4521a22a.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3cb9ae5b4521a22a +-- problem_id: v2p_c7_1d05e79ef512c380 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cec9069513be908.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cec9069513be908.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c3218ed7269afe3c5a228576ca60d285a5d6412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3cec9069513be908.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_3cec9069513be908 +-- problem_id: v2p_c7_47bb1220c6ab7d16 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_422a1f993428120e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_422a1f993428120e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cb0624b0286bf18f822b9941fced873d080a9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_422a1f993428120e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_422a1f993428120e +-- problem_id: v2p_c7_82b5c8bc0e369cb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_42902373218c1a8b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_42902373218c1a8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ccfe6eb893fe3c36f6cb90fc51e3c45a86fe190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_42902373218c1a8b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_42902373218c1a8b +-- problem_id: v2p_c7_601cc9da1f6bc2a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "children" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_458518cc89d1cd21.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_458518cc89d1cd21.sql new file mode 100644 index 0000000000000000000000000000000000000000..44a6132819a944fdfabc65f8f3d0e4c70764cf15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_458518cc89d1cd21.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_458518cc89d1cd21 +-- problem_id: v2p_c7_38514484d1da94c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS "distinct_entities" +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY "distinct_entities" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a45c5855bf7bdf79d8113792785d9720646c81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_4653dc2dc0e17c0c +-- problem_id: v2p_c7_4af9f5df9f0ac55a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "social" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "social" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_483c0da2169bb7de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_483c0da2169bb7de.sql new file mode 100644 index 0000000000000000000000000000000000000000..20de16e8dc5e474d909928af890015b65317a749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_483c0da2169bb7de.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_483c0da2169bb7de +-- problem_id: v2p_c7_f9d158a2a56541da +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4bfd59e06f6efacb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4bfd59e06f6efacb.sql new file mode 100644 index 0000000000000000000000000000000000000000..9194be8fcb241a809e97ec4a434fa9a2b9a5efe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4bfd59e06f6efacb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4bfd59e06f6efacb +-- problem_id: v2p_c7_89ff6e58b984ee2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4c3579237653213a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4c3579237653213a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a3d286436e80fa6ad6db2f712deddff75cadcee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4c3579237653213a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5164789cf7641db6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5164789cf7641db6.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc3064995a314dc3530180da26a368381867b09c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5164789cf7641db6.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_5164789cf7641db6 +-- problem_id: v2p_c7_4490a82609826659 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_56c2fcc58f791d3d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_56c2fcc58f791d3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..f69141a286703e05e030a0a4228b51748405206a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_56c2fcc58f791d3d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_56c2fcc58f791d3d +-- problem_id: v2p_c7_aecb0bd1eb980e2d +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "finance", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5719d87543e4ca11.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5719d87543e4ca11.sql new file mode 100644 index 0000000000000000000000000000000000000000..1975e0fb93648f2e1289205e2a1f3d5af0b64439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5719d87543e4ca11.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_5719d87543e4ca11 +-- problem_id: v2p_c7_3c9f3719e8f5e5bb +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS "support" +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY "support" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5801be4163cc88a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5801be4163cc88a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..7143389f7f181b9140bf0ed50075dec23d7c8884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5801be4163cc88a2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_5801be4163cc88a2 +-- problem_id: v2p_c7_98f57104d9cead2b +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_58ab570733a1808c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_58ab570733a1808c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a9751f07fd05b011a1e1eff0a4fe4bc9ccd1d17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_58ab570733a1808c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_58ab570733a1808c +-- problem_id: v2p_c7_004b55522e8de32c +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59640a4ddad96932.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59640a4ddad96932.sql new file mode 100644 index 0000000000000000000000000000000000000000..53ab7cccbd30f366ac304ac47b7f287bfd12a566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59640a4ddad96932.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_59640a4ddad96932 +-- problem_id: v2p_c7_d3657fd689dadca0 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "children" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59a6b1c3d483a564.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59a6b1c3d483a564.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd12f409381d1850437264016293bfa7c131dd45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_59a6b1c3d483a564.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_59a6b1c3d483a564 +-- problem_id: v2p_c7_8c46557d50b55f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +WHERE "form" = 'completed' +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5a69268d2596845e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5a69268d2596845e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f3f5cb1002ce5169a7758033d8131c6ba6d6037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5a69268d2596845e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_5a69268d2596845e +-- problem_id: v2p_c7_4d276b9789ecf54d +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "social", COUNT(*) AS "row_count" +FROM "c7" +WHERE "children" = '1' +GROUP BY "has_nurs", "social" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5f0bb819e427464e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5f0bb819e427464e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea075c98a521861a47e889dc9720991d8d8dbde6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5f0bb819e427464e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_5f0bb819e427464e +-- problem_id: v2p_c7_87d6533654a95226 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_604dc497b03499ba.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_604dc497b03499ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cf5ebcb4b47101d6e11c83c804de06f9b8bd21a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_604dc497b03499ba.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_604dc497b03499ba +-- problem_id: v2p_c7_b7e4a1603b974c5d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_61eea83102f24eb9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_61eea83102f24eb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0371e70b3b96aa0e66d9042d16859a6dd9c7cb93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_61eea83102f24eb9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_61eea83102f24eb9 +-- problem_id: v2p_c7_9baa5b6ca58b1633 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC, "children", "class"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6231109624500ed6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6231109624500ed6.sql new file mode 100644 index 0000000000000000000000000000000000000000..81bd12f6e5439b789ba22478c761ad7d1d1f7e59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6231109624500ed6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_6231109624500ed6 +-- problem_id: v2p_c7_0d5ee3f3dbc88d52 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "class", COUNT(*) AS "row_count" +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "has_nurs", "class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_64a6eac449e05c8d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_64a6eac449e05c8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef2bb63ebe3eb02042d0aae66f7f4c44ccb072a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_64a6eac449e05c8d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_64a6eac449e05c8d +-- problem_id: v2p_c7_7185eddc2c442a74 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6e5050a8737838aa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6e5050a8737838aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..fca8e37d320dcff9961826e32f821ef3cc9affa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6e5050a8737838aa.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6e5050a8737838aa +-- problem_id: v2p_c7_f72c42e8e74d19a0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "support" ASC, "parents", "housing" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_724a3e89f9da569a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_724a3e89f9da569a.sql new file mode 100644 index 0000000000000000000000000000000000000000..02251840f700ee3d9187b373d93361609001cb7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_724a3e89f9da569a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_724a3e89f9da569a +-- problem_id: v2p_c7_6bb0d29198bab552 +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72c149a9852c87bd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72c149a9852c87bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..be96ceb5b0cc905203ed9a6816399a2e4d4a5341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72c149a9852c87bd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_72c149a9852c87bd +-- problem_id: v2p_c7_237044512983f92b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'proper' +GROUP BY "social" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fadbcf499c5933.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fadbcf499c5933.sql new file mode 100644 index 0000000000000000000000000000000000000000..a741cf78318d744f2fd66ac2d6019001fbbdf823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fadbcf499c5933.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_72fadbcf499c5933 +-- problem_id: v2p_c7_cea7ea75f8908aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "social", COUNT(*) AS "support" +FROM "c7" +GROUP BY "has_nurs", "social" +ORDER BY "support" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fb4f2a7c66b843.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fb4f2a7c66b843.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b709815c3087f98dea2ac3d16e333fefa52bb61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fb4f2a7c66b843.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_72fb4f2a7c66b843 +-- problem_id: v2p_c7_8b7af5ad9b7c966c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "finance", COUNT(*) AS "row_count" +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "form", "finance" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_73f783358e0cd083.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_73f783358e0cd083.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4f21ec3a167fee59b46dffba78cff4599797a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_73f783358e0cd083.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_73f783358e0cd083 +-- problem_id: v2p_c7_8f95f6d2d89cead3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_75c675244e61d9d3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_75c675244e61d9d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9138a1f4042c530f6d4ddc4d3a8f5c25a0df43e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_75c675244e61d9d3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_75c675244e61d9d3 +-- problem_id: v2p_c7_8b41aa0ff11ba989 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_767981fbdd27a347.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_767981fbdd27a347.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fe3ed534ec52e06f6c7fb80f0a0763617f0ee7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_767981fbdd27a347.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS "distinct_entities" +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY "distinct_entities" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_776598a4096daaaa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_776598a4096daaaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..3beaeec59c9d5b35e41bf24fb091a80fb7da8677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_776598a4096daaaa.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_776598a4096daaaa +-- problem_id: v2p_c7_d5c61facf845b1a6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_778bd6035c460c53.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_778bd6035c460c53.sql new file mode 100644 index 0000000000000000000000000000000000000000..07ec4997a57dc4147dae735058867990348d7793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_778bd6035c460c53.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_778bd6035c460c53 +-- problem_id: v2p_c7_089828109b69972b +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "finance" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_77a38b6e8432d97a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_77a38b6e8432d97a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7536fe2fea4c6258e51f4776bc8f655565b51769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_77a38b6e8432d97a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_77a38b6e8432d97a +-- problem_id: v2p_c7_42f43597457960c7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_78cc1cd67f789f68.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_78cc1cd67f789f68.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9aae4ed85d113b423f4faf79c1b0cc7ea1d815f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_78cc1cd67f789f68.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_78cc1cd67f789f68 +-- problem_id: v2p_c7_1abc0e241cc1f404 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "children" +ORDER BY "support" ASC, "children" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_7a572fe8b382543f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_7a572fe8b382543f.sql new file mode 100644 index 0000000000000000000000000000000000000000..664f68b72e351b06279a003cb79a192c101ebcf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_7a572fe8b382543f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_7a572fe8b382543f +-- problem_id: v2p_c7_11584eb4cd9cebe2 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_826cd85fdc19eeef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_826cd85fdc19eeef.sql new file mode 100644 index 0000000000000000000000000000000000000000..a81b39288db0014ef7ab574ef834e5c5bdd7030c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_826cd85fdc19eeef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8271def572c18ead.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8271def572c18ead.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f0c843689c2c0b04df15e9f6fa464532df9d26e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8271def572c18ead.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8271def572c18ead +-- problem_id: v2p_c7_d5325adf8f498341 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "children" +ORDER BY "support" ASC, "parents", "children" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_850e70a2007293d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_850e70a2007293d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..56d01a3dded9a6dc1dc4d32c2434e15fa532e727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_850e70a2007293d9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_850e70a2007293d9 +-- problem_id: v2p_c7_bb1d3eadb0d34637 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_85443808f27fe0d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_85443808f27fe0d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbdb64ede3bb1f21d00e2a5d8c6e2d1a2a6a252c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_85443808f27fe0d8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_85443808f27fe0d8 +-- problem_id: v2p_c7_92b0a6d2ac95cc75 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "social", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "social" +ORDER BY "support" ASC, "parents", "social" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8621df56718ced1b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8621df56718ced1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..11e561cdf4ec9f2e63adc40ab1fcdd115e67e2d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8621df56718ced1b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_8621df56718ced1b +-- problem_id: v2p_c7_334a386f00d1ad0a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'priority' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_86ba9a6bca06cbc9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_86ba9a6bca06cbc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..94042cd013ecb7a6bdff8665805eecda17c8affb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_86ba9a6bca06cbc9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_86ba9a6bca06cbc9 +-- problem_id: v2p_c7_20c7f4ebef28723a +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "health" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8a2194f5d4a7a8f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8a2194f5d4a7a8f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4363b7934cf638f98a765e94febfcb8a084c042a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8a2194f5d4a7a8f5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_8a2194f5d4a7a8f5 +-- problem_id: v2p_c7_88456b38fc282465 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS "distinct_entities" +FROM "c7" +GROUP BY "housing" +ORDER BY "distinct_entities" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8b2b2f8681264ded.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8b2b2f8681264ded.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c710690aa75944f1733820703315f9ab74b1c56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8b2b2f8681264ded.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_8b2b2f8681264ded +-- problem_id: v2p_c7_1b60bb11f184bd48 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8c3c9276957c42ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8c3c9276957c42ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5368d2f669a19b7509a5770ea69f83d36a2b1f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8c3c9276957c42ff.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_8c3c9276957c42ff +-- problem_id: v2p_c7_fe923d68d14b2b6a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS "distinct_entities" +FROM "c7" +GROUP BY "housing" +ORDER BY "distinct_entities" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8d78b452b036837d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8d78b452b036837d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a984264318a23478bb4db0ca29d2ebbd57a1a4da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8d78b452b036837d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_8d78b452b036837d +-- problem_id: v2p_c7_1387bda0501dcee3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_90527235afdb576e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_90527235afdb576e.sql new file mode 100644 index 0000000000000000000000000000000000000000..215dba88fa84c63563f928eacad366574cd0dba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_90527235afdb576e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_90527235afdb576e +-- problem_id: v2p_c7_b1132e8134a7f78f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94b73b3c210b840d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94b73b3c210b840d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1655775bc0da0cbc01298ecf18f23661423f06d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94b73b3c210b840d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_94b73b3c210b840d +-- problem_id: v2p_c7_831c8b8295c173aa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94dffdebe99bc4c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94dffdebe99bc4c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..71785bea732332bfa6de84ecc0edab6823c674bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94dffdebe99bc4c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_94dffdebe99bc4c1 +-- problem_id: v2p_c7_d3c79de5dd7e7097 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "finance", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_95b4627f36cfcef4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_95b4627f36cfcef4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b08a54586d92c8c3e7c7e20309dd7cc45e86561d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_95b4627f36cfcef4.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_95b4627f36cfcef4 +-- problem_id: v2p_c7_21d4adfca40bbe5c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_963a7b0c2b942cc8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_963a7b0c2b942cc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8664de2de31e8bd84d1cc80810f7c8f8d3202ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_963a7b0c2b942cc8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_963a7b0c2b942cc8 +-- problem_id: v2p_c7_615106f1db58cb37 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "social", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9715fd32311e6461.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9715fd32311e6461.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1162e5135201335806a44e9788f4c2d58802c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9715fd32311e6461.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9715fd32311e6461 +-- problem_id: v2p_c7_aa5aed4d0e605e3b +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_981a17f89874df62.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_981a17f89874df62.sql new file mode 100644 index 0000000000000000000000000000000000000000..c25b21975ece9a79987611021e506e3adae590ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_981a17f89874df62.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_981a17f89874df62 +-- problem_id: v2p_c7_56b3b94e8df1462e +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_99f6caf306e5327c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_99f6caf306e5327c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1cb30a1e191344f680b23f16b8f49fe1f1be0730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_99f6caf306e5327c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_99f6caf306e5327c +-- problem_id: v2p_c7_fdeedfa438154e30 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "social" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9a9cc49aa08e10cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9a9cc49aa08e10cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..508c377ba2341b8e018ad5e1946f521858db57c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9a9cc49aa08e10cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_9a9cc49aa08e10cb +-- problem_id: v2p_c7_0a677d24fd7c6a16 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b49c63e65d3bd42.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b49c63e65d3bd42.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f474d0174aa917d88503fb791cc1971e6bba11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b49c63e65d3bd42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b812a0cc00c7dcc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b812a0cc00c7dcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..37b93efab84456561cf4b4bde7129b748ce5a1e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9b812a0cc00c7dcc.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_9b812a0cc00c7dcc +-- problem_id: v2p_c7_8cc1cda37afe9029 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9d929bd05d083771.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9d929bd05d083771.sql new file mode 100644 index 0000000000000000000000000000000000000000..eadf4b02e83852f0c19c6858f8c3bc3a5e14b95e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9d929bd05d083771.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9d929bd05d083771 +-- problem_id: v2p_c7_babf2341987bb4bc +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "class" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9e09bf68c8f4d831.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9e09bf68c8f4d831.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e09b612f567218aec33343fedd852568938c65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9e09bf68c8f4d831.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_9e09bf68c8f4d831 +-- problem_id: v2p_c7_59b195f44acacb42 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9eb2b768623b4c1c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9eb2b768623b4c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0faf74e61468197138c57df4f61c1aede3548440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9eb2b768623b4c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9eb2b768623b4c1c +-- problem_id: v2p_c7_0522b3c03cb80172 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a504100f1177795b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a504100f1177795b.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f76267a2aa4355280584329a04f0f62958d4fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a504100f1177795b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a504100f1177795b +-- problem_id: v2p_c7_4222aa156eec0a16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "class" +ORDER BY "support" ASC, "class" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a5699b20f2cea63f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a5699b20f2cea63f.sql new file mode 100644 index 0000000000000000000000000000000000000000..3536882a0178273cd01fe10b6ac09c1692ab0f6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a5699b20f2cea63f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_a5699b20f2cea63f +-- problem_id: v2p_c7_4f5794c9958bfadd +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a78cf7505af0d255.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a78cf7505af0d255.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd40d20b01ed669651e853d012a4c603698d741d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a78cf7505af0d255.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a78cf7505af0d255 +-- problem_id: v2p_c7_09f78470a672ad4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "social" +ORDER BY "support" ASC, "social" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a99d28ad5cad3833.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a99d28ad5cad3833.sql new file mode 100644 index 0000000000000000000000000000000000000000..429e1ea543bf671b99921a4c4cfafa2e9652ec1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a99d28ad5cad3833.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_a99d28ad5cad3833 +-- problem_id: v2p_c7_f26aea63b139f0bc +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ace049c32cedea42.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ace049c32cedea42.sql new file mode 100644 index 0000000000000000000000000000000000000000..72bb900a1582373f8823876589ba1c23b99ce555 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ace049c32cedea42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_ace049c32cedea42 +-- problem_id: v2p_c7_01ad6eb5a9daecd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS "support" +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae075db4cb909c47.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae075db4cb909c47.sql new file mode 100644 index 0000000000000000000000000000000000000000..8600b01378461126e201ecf206a0e75b67ed5a45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae075db4cb909c47.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_ae075db4cb909c47 +-- problem_id: v2p_c7_ac67912838d2efe5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae33a5e399caf375.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae33a5e399caf375.sql new file mode 100644 index 0000000000000000000000000000000000000000..30f4333eeddd987b1c441f49cbf9885631fe5e99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ae33a5e399caf375.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_ae33a5e399caf375 +-- problem_id: v2p_c7_058a6a9383fc9603 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "has_nurs" = 'critical' +GROUP BY "form", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_aeb3dc87d515227d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_aeb3dc87d515227d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0393365d9ceab3e45073a3d1e92c36fbff37ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_aeb3dc87d515227d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_aeb3dc87d515227d +-- problem_id: v2p_c7_edaabbc81364cb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b099cc4c834a89b3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b099cc4c834a89b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..1faef39fd91cbdb876489a0389503f3e556ff286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b099cc4c834a89b3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_b099cc4c834a89b3 +-- problem_id: v2p_c7_e93d0c1855f3f876 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b235a421306784df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b235a421306784df.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e53c64bef110ac3627e3dd8f3b56ace17646963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b235a421306784df.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_b235a421306784df +-- problem_id: v2p_c7_764134e95ea8b9cf +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY "support" ASC, "parents", "has_nurs" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b5ce1c214b33a3cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b5ce1c214b33a3cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..d33598c572f24654f802ca377fed5e5d10c2f887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b5ce1c214b33a3cc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b5ce1c214b33a3cc +-- problem_id: v2p_c7_dfa899ab31317e40 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "housing" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b78f11a20b05dbff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b78f11a20b05dbff.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc30e725bc0f1f265e98c4525d276e4256f3c9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b78f11a20b05dbff.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_b78f11a20b05dbff +-- problem_id: v2p_c7_bc21db54eb71f1e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b8a6ff432b4f0806.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b8a6ff432b4f0806.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4b707d78bba7ab332eb3e455d76309a93dc78fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b8a6ff432b4f0806.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_b8a6ff432b4f0806 +-- problem_id: v2p_c7_7caa3647565210bb +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b9b41846a8db8ed6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b9b41846a8db8ed6.sql new file mode 100644 index 0000000000000000000000000000000000000000..473f87d857027aadb119ec82793b996fac0a6f53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b9b41846a8db8ed6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_b9b41846a8db8ed6 +-- problem_id: v2p_c7_bfe925e8793cdaed +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ba9f0f06191abe2d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ba9f0f06191abe2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..098f115a29a597806ba2f43732b4fc3dc45e86c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ba9f0f06191abe2d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_ba9f0f06191abe2d +-- problem_id: v2p_c7_a7064135b9bb7819 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs", "health" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bb9ed467963bb03e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bb9ed467963bb03e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d92dc6cb41c7a91d7c5ea8983d507cb89ac35d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bb9ed467963bb03e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_bb9ed467963bb03e +-- problem_id: v2p_c7_293d0098a19349fd +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY "support" ASC, "parents", "finance" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bc0d6b35d60391f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bc0d6b35d60391f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..70f9adee78fd02bd83f0eb8ff3e33ef867f4184e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bc0d6b35d60391f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS "distinct_entities" +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bcd2dbbd8812e996.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bcd2dbbd8812e996.sql new file mode 100644 index 0000000000000000000000000000000000000000..f168c75e8617a632cfaeb7f4d542fada6da0a438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bcd2dbbd8812e996.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_bcd2dbbd8812e996 +-- problem_id: v2p_c7_d7dcb76a84b83d97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_be91c41cecc83be1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_be91c41cecc83be1.sql new file mode 100644 index 0000000000000000000000000000000000000000..38efe58aa6d554178553403d9914a11eee992b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_be91c41cecc83be1.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_be91c41cecc83be1 +-- problem_id: v2p_c7_b35601fa50b023ea +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c3d60ca1c0d62943.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c3d60ca1c0d62943.sql new file mode 100644 index 0000000000000000000000000000000000000000..559605a08beed4a8cbcaf6a48243ebe19c93d1fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c3d60ca1c0d62943.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_c3d60ca1c0d62943 +-- problem_id: v2p_c7_d5ad4035cea733e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c40438ab213bd97f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c40438ab213bd97f.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbe5c10b9e05774b712089421a1c3e24a4519aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c40438ab213bd97f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_c40438ab213bd97f +-- problem_id: v2p_c7_c4b97b01e463b6a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "social", "health" +ORDER BY "target_rate" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c5acb6c1663406e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c5acb6c1663406e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7fe5925066084fb7292b09ff51da488fdaee1fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c5acb6c1663406e0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c5acb6c1663406e0 +-- problem_id: v2p_c7_4725150970f60b23 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cc9bfdec927b6a81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cc9bfdec927b6a81.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d20c4004362b8fea1b1fec1c61f3dea30b61089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cc9bfdec927b6a81.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_cc9bfdec927b6a81 +-- problem_id: v2p_c7_0c4c66b77a539d8e +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cd8dd5c96c48db16.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cd8dd5c96c48db16.sql new file mode 100644 index 0000000000000000000000000000000000000000..b25081dd246b3139e07ae9a8188d025fb0e3626c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cd8dd5c96c48db16.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_cd8dd5c96c48db16 +-- problem_id: v2p_c7_e5242f22494dc042 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "housing", + SUM(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "housing" +) +SELECT + "housing", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cf8dd68329665cc9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cf8dd68329665cc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fee6d0ef5f8d08ef305c09ebc596acf9990dbe36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_cf8dd68329665cc9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_cf8dd68329665cc9 +-- problem_id: v2p_c7_73336af4a29188b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "finance" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d018cdc48837f6dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d018cdc48837f6dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..471a7a5b485b5d711b6340cd4aa089e447e7564a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d018cdc48837f6dc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_d018cdc48837f6dc +-- problem_id: v2p_c7_727872cdeb66558d +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "social" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0473fcb044539b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0473fcb044539b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..4127d60d23672de54161f52c01c55a653e367d27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0473fcb044539b2.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_d0473fcb044539b2 +-- problem_id: v2p_c7_f4ed5135dc67eeec +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "form", + SUM(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "form" +) +SELECT "form", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d067de2fe1b4deee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d067de2fe1b4deee.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb5ff07fda7caad9cbfdde7ece6339ba1b72d71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d067de2fe1b4deee.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_d067de2fe1b4deee +-- problem_id: v2p_c7_1f22148952bcfde6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0680617b9007609.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0680617b9007609.sql new file mode 100644 index 0000000000000000000000000000000000000000..24ce144ccec80d7d84e42cc5bcf9adbf4c8be1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d0680617b9007609.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_d0680617b9007609 +-- problem_id: v2p_c7_fc2c15b072782926 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d08e7184787b1c32.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d08e7184787b1c32.sql new file mode 100644 index 0000000000000000000000000000000000000000..790a7cd9a65d0d05f9eef31c2033d77031ef215e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d08e7184787b1c32.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_d08e7184787b1c32 +-- problem_id: v2p_c7_c4ef19c8eab8b193 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "children", COUNT(*) AS row_count +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form", "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d103eb0d6000d861.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d103eb0d6000d861.sql new file mode 100644 index 0000000000000000000000000000000000000000..75ddbb79fe91162411835b504ef618405004f421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d103eb0d6000d861.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_d103eb0d6000d861 +-- problem_id: v2p_c7_e7cf1b5801d835d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d11a1c21d4556f17.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d11a1c21d4556f17.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf2484737a981db02aab05a308ab22d0ca7fec3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d11a1c21d4556f17.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_d11a1c21d4556f17 +-- problem_id: v2p_c7_e2469d772e7c809a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d5c73a51de64faca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d5c73a51de64faca.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a770a3dfb11eab299ebbb93a84664caeadbb2a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d5c73a51de64faca.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_d5c73a51de64faca +-- problem_id: v2p_c7_9fec2e7cda349226 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS "support" +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY "support" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d722d0904014a7fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d722d0904014a7fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb9d8a297a52ad7e22d161e2667c1c3964a37a01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d722d0904014a7fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_d722d0904014a7fe +-- problem_id: v2p_c7_197693caafac05a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d818406ad83d11d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d818406ad83d11d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee815ee056a5467f8e0536ac93597888dac6d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d818406ad83d11d9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_d818406ad83d11d9 +-- problem_id: v2p_c7_2a63c423a9519605 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_dbb07c47baf5d2c2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_dbb07c47baf5d2c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..790443df02dd69dcb114c32f197f56a9a4e005b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_dbb07c47baf5d2c2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_dbb07c47baf5d2c2 +-- problem_id: v2p_c7_091525993cbb47ac +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS "support" +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY "support" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_df8fcedfa16836b7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_df8fcedfa16836b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..535edc39de8c1ff9d62be0774df355a17192e66a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_df8fcedfa16836b7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_df8fcedfa16836b7 +-- problem_id: v2p_c7_815b95a5de63bf6e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e2867395bafd3c1c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e2867395bafd3c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a27ea66be5803ebb022b7b02df7e970a7e0edbb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e2867395bafd3c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3588539ee049342.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3588539ee049342.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef48b4e0cefdac53637771eba575620076d3f24e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3588539ee049342.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_e3588539ee049342 +-- problem_id: v2p_c7_fc4fd63f52466086 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3ac846e0cc1a747.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3ac846e0cc1a747.sql new file mode 100644 index 0000000000000000000000000000000000000000..16b4cd378b5888d21663606ab8d703afcd54800f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e3ac846e0cc1a747.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e3ac846e0cc1a747 +-- problem_id: v2p_c7_a5779f162c5d30ef +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e6cafbf070026bea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e6cafbf070026bea.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a314e23177aca3714db9d5655ce7f01445d0a51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e6cafbf070026bea.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_e6cafbf070026bea +-- problem_id: v2p_c7_9b1e558cd0cacb16 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'priority' +GROUP BY "class" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eae4d3c9823e79fd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eae4d3c9823e79fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e1316f8beec93d8dd4a852aa867e7df2ea73590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eae4d3c9823e79fd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_eae4d3c9823e79fd +-- problem_id: v2p_c7_29c6998a02ffbc81 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY "support" ASC, "parents", "finance" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eb53c6adfdaec747.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eb53c6adfdaec747.sql new file mode 100644 index 0000000000000000000000000000000000000000..66aed711ecbcfdd5a36171eb8aa7dca109c9a181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eb53c6adfdaec747.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_eb53c6adfdaec747 +-- problem_id: v2p_c7_7f7163e7cd49ffb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "finance", COUNT(*) AS support +FROM "c7" +GROUP BY "form", "finance" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql new file mode 100644 index 0000000000000000000000000000000000000000..16385c5a12fd4000fcc2c41a70e2a8599dc2ae12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f04d4f3e41ed9f95 +-- problem_id: v2p_c7_f7034425d26bf755 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f0772f3c9882055d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f0772f3c9882055d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9b21faecb89919c9bde20e792196f1478686733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f0772f3c9882055d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_f0772f3c9882055d +-- problem_id: v2p_c7_c6c60530daf56041 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "class", COUNT(*) AS "support" +FROM "c7" +GROUP BY "has_nurs", "class" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f179f7603646aa72.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f179f7603646aa72.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe51710767a84e096c8ebba6a0394c382adf793e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f179f7603646aa72.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f45b6a14a8e4c159.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f45b6a14a8e4c159.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c106a65141a777fa19dd93f3aa403b99275912d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f45b6a14a8e4c159.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f45b6a14a8e4c159 +-- problem_id: v2p_c7_ce0d67130d4b351a +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5209204cb7b7bc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5209204cb7b7bc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..6dee7e7b2ceb06677dd7a7fac21ae36716441a1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5209204cb7b7bc0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f5209204cb7b7bc0 +-- problem_id: v2p_c7_eaee370573e9c00b +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5636d1d166d3690.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5636d1d166d3690.sql new file mode 100644 index 0000000000000000000000000000000000000000..16e837136fd154b73e111f640291d39ff5961bb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5636d1d166d3690.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_f5636d1d166d3690 +-- problem_id: v2p_c7_362a66566f8e4249 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "housing", COUNT(*) AS "row_count" +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "form", "housing" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5f96e4d91709614.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5f96e4d91709614.sql new file mode 100644 index 0000000000000000000000000000000000000000..f16734d827b6b4b5f6ab53e0055a14cbb5c3f52e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f5f96e4d91709614.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_f5f96e4d91709614 +-- problem_id: v2p_c7_852f0b0e5fd1edef +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f8562c7376d60d9f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f8562c7376d60d9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..29ca08eda8bdcfb9fee860e4c73c12ffa383cf68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f8562c7376d60d9f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_f8562c7376d60d9f +-- problem_id: v2p_c7_1b8a649aff604337 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "support" ASC, "parents", "health" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fbd6decc43137eee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fbd6decc43137eee.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ad4990b82ea0f7b575f3af12b209681e39bb6b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fbd6decc43137eee.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_fbd6decc43137eee +-- problem_id: v2p_c7_bd6787a1ee84a0a4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fc620a9c662ca88c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fc620a9c662ca88c.sql new file mode 100644 index 0000000000000000000000000000000000000000..76b6f5bede315b4a7aad08810522f1692c2bed60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fc620a9c662ca88c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_fc620a9c662ca88c +-- problem_id: v2p_c7_0c6637fa2c9d33d3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fd1d576972f06c38.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fd1d576972f06c38.sql new file mode 100644 index 0000000000000000000000000000000000000000..23e33d72ae6cf093731d2fd30f7df112d622579e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fd1d576972f06c38.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_fd1d576972f06c38 +-- problem_id: v2p_c7_ea9ce0b992b78a41 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "has_nurs" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ffa0203cca39551b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ffa0203cca39551b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0041582976d610b36184a0aa265c353ae1293671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ffa0203cca39551b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 13;