diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15eaf5f4cd95c1be04e08012d99ffa6108b58df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/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": 2083, "bytes_utf8": 2083, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 12032, "output_tokens": 2471, "reasoning_output_tokens": 1780}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0aebceea0dcce4e9490fe3caa40aeadc6d1e583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_1348349818597a09", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 2471, + "total_tokens": 17154, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37690.08, + "sql_execution_elapsed_ms_total": 60.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/conversation.jsonl", + "note": "Executed through a local 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_1348349818597a09/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2f61271b21182024fe187c4537e00b0b8c7c3eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:48.942115+00:00", + "ended_at": "2026-05-19T15:49:26.632237+00:00", + "elapsed_ms": 37690.08, + "prompt_metrics": { + "chars": 9353, + "bytes_utf8": 9355, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2800, + "bytes_utf8": 2800, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2083, + "bytes_utf8": 2083, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 2471, + "reasoning_output_tokens": 1780 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1348349818597a09/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd40575d2b6986a846e56d16a0d0e8dd75b4b4c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/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": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_1348349818597a09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3a1cbd8c53a421f5c2fe29641c483f65aebcdfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-ebb0-7c61-80a8-f70c469390fb"} +{"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 \\\"rating\\\",\\n CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER) AS \\\"release_year\\\"\\n FROM \\\"c17\\\"\\n WHERE NULLIF(\\\"rating\\\", '') IS NOT NULL\\n AND NULLIF(\\\"release_year\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n \\\"release_year\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"rating\\\" ORDER BY \\\"release_year\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"rating\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"rating\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"release_year\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"release_year\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"pos\\\" AS \\\"p\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"rating\\\" = \\\"p\\\".\\\"rating\\\"\\n GROUP BY\\n \\\"p\\\".\\\"rating\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"rating\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"rating\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 continuous percentile per \\\"rating\\\" using window functions and linear interpolation. Empty \\\"rating\\\" and \\\"release_year\\\" values are excluded, \\\"release_year\\\" is cast from TEXT to INTEGER, and groups smaller than 5 rows are filtered out using the provided minimum group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":12032,"output_tokens":2471,"reasoning_output_tokens":1780}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e34db099f1ebf9a7b3694090750527d9b12c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"rating\",\n CAST(NULLIF(\"release_year\", '') AS INTEGER) AS \"release_year\"\n FROM \"c17\"\n WHERE NULLIF(\"rating\", '') IS NOT NULL\n AND NULLIF(\"release_year\", '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"rating\",\n \"release_year\",\n ROW_NUMBER() OVER (PARTITION BY \"rating\" ORDER BY \"release_year\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"rating\") AS \"cnt\"\n FROM \"base\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"rating\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) + CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n \"p\".\"rating\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"release_year\" END) AS \"lower_value\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"release_year\" END) AS \"upper_value\"\n FROM \"pos\" AS \"p\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"rating\" = \"p\".\"rating\"\n GROUP BY\n \"p\".\"rating\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\n)\nSELECT\n \"rating\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"rating\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 continuous percentile per \"rating\" using window functions and linear interpolation. Empty \"rating\" and \"release_year\" values are excluded, \"release_year\" is cast from TEXT to INTEGER, and groups smaller than 5 rows are filtered out using the provided minimum group size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/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_1348349818597a09/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28665f2a1a2429c1eaaafe5b6f73c478f36b73b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year. +Result preview: [{"rating": "TV-14", "percentile_measure": 2020.0}, {"rating": "TV-G", "percentile_measure": 2020.0}, {"rating": "TV-MA", "percentile_measure": 2020.0}, {"rating": "TV-PG", "percentile_measure": 2020.0}, {"rating": "TV-Y", "percentile_measure": 2020.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0dfc6deb5c5da0b8264f089c26b9a3a7ac3c89b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_1348349818597a09 +-- problem_id: v2p_c17_c015a09048747e0b +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "rating", + CAST(NULLIF("release_year", '') AS INTEGER) AS "release_year" + FROM "c17" + WHERE NULLIF("rating", '') IS NOT NULL + AND NULLIF("release_year", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "rating", + "release_year", + ROW_NUMBER() OVER (PARTITION BY "rating" ORDER BY "release_year") AS "rn", + COUNT(*) OVER (PARTITION BY "rating") AS "cnt" + FROM "base" +), +"pos" AS ( + SELECT DISTINCT + "rating", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"picked" AS ( + SELECT + "p"."rating", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn", + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."release_year" END) AS "lower_value", + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."release_year" END) AS "upper_value" + FROM "pos" AS "p" + JOIN "ranked" AS "r" + ON "r"."rating" = "p"."rating" + GROUP BY + "p"."rating", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +) +SELECT + "rating", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC, "rating" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0495fcfcfc91b3912ec4aa203a947dd32500b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"rating\",\n CAST(NULLIF(\"release_year\", '') AS INTEGER) AS \"release_year\"\n FROM \"c17\"\n WHERE NULLIF(\"rating\", '') IS NOT NULL\n AND NULLIF(\"release_year\", '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"rating\",\n \"release_year\",\n ROW_NUMBER() OVER (PARTITION BY \"rating\" ORDER BY \"release_year\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"rating\") AS \"cnt\"\n FROM \"base\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"rating\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) + CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n \"p\".\"rating\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"release_year\" END) AS \"lower_value\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"release_year\" END) AS \"upper_value\"\n FROM \"pos\" AS \"p\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"rating\" = \"p\".\"rating\"\n GROUP BY\n \"p\".\"rating\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\n)\nSELECT\n \"rating\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"rating\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER) AS \\\"release_year\\\"\\n FROM \\\"c17\\\"\\n WHERE NULLIF(\\\"rating\\\", '') IS NOT NULL\\n AND NULLIF(\\\"release_year\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n \\\"release_year\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"rating\\\" ORDER BY \\\"release_year\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"rating\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"rating\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"release_year\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"release_year\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"pos\\\" AS \\\"p\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"rating\\\" = \\\"p\\\".\\\"rating\\\"\\n GROUP BY\\n \\\"p\\\".\\\"rating\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"rating\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"rating\\\" ASC;\", \"columns\": [\"rating\", \"percentile_measure\"], \"rows\": [{\"rating\": \"TV-14\", \"percentile_measure\": 2020.0}, {\"rating\": \"TV-G\", \"percentile_measure\": 2020.0}, {\"rating\": \"TV-MA\", \"percentile_measure\": 2020.0}, {\"rating\": \"TV-PG\", \"percentile_measure\": 2020.0}, {\"rating\": \"TV-Y\", \"percentile_measure\": 2020.0}, {\"rating\": \"TV-Y7\", \"percentile_measure\": 2020.0}, {\"rating\": \"PG\", \"percentile_measure\": 2019.0}, {\"rating\": \"PG-13\", \"percentile_measure\": 2019.0}, {\"rating\": \"R\", \"percentile_measure\": 2019.0}, {\"rating\": \"G\", \"percentile_measure\": 2017}, {\"rating\": \"TV-Y7-FV\", \"percentile_measure\": 2017.0}, {\"rating\": \"NR\", \"percentile_measure\": 2016.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2cfb6e185e6acc36ce9b042060e8045031f06c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:48:48.939552+00:00", + "ended_at": "2026-05-19T15:49:26.698109+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_1348349818597a09", + "problem_id": "v2p_c17_c015a09048747e0b", + "dataset_id": "c17", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1348349818597a09.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_1348349818597a09", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 12032, + "output_tokens": 2471, + "total_tokens": 17154, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37690.08, + "sql_execution_elapsed_ms_total": 60.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/cli/conversation.jsonl", + "note": "Executed through a local 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_1348349818597a09/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b15e8cee3da872de89d9c9bb7946124670951054 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:26.633977+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": 37690.08, "started_at": "2026-05-19T15:48:48.942115+00:00", "ended_at": "2026-05-19T15:49:26.632237+00:00", "prompt_metrics": {"chars": 9353, "bytes_utf8": 9355, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 2083, "bytes_utf8": 2083, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 12032, "output_tokens": 2471, "reasoning_output_tokens": 1780}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER) AS \\\"release_year\\\"\\n FROM \\\"c17\\\"\\n WHERE NULLIF(\\\"rating\\\", '') IS NOT NULL\\n AND NULLIF(\\\"release_year\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n \\\"release_year\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"rating\\\" ORDER BY \\\"release_year\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"rating\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"rating\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\","} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1348349818597a09/usage_summary.json new file mode 100644 index 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--git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bf30266e3ee7322b26d2b092c11f0e2b863d218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/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": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14647, "cached_input_tokens": 0, "output_tokens": 282, "reasoning_output_tokens": 179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..129336b6f419b185be0a978c9f76773125a9a0c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_14bb0fa770f6753e", + "api_calls": 0, + "input_tokens": 14647, + "cached_input_tokens": 0, + "output_tokens": 282, + "total_tokens": 14929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10788.61, + "sql_execution_elapsed_ms_total": 7.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/conversation.jsonl", + "note": "Executed through a local 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_14bb0fa770f6753e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53b39e241e3e37b123393f9bd3d7e43a1e9f012a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:35.855677+00:00", + "ended_at": "2026-05-19T15:28:46.644310+00:00", + "elapsed_ms": 10788.61, + "prompt_metrics": { + "chars": 9185, + "bytes_utf8": 9187, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14647, + "cached_input_tokens": 0, + "output_tokens": 282, + "reasoning_output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_14bb0fa770f6753e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa68974e9693cfeaa96480e939575ab83090dcfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/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": 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}, 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_14bb0fa770f6753e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0666cfa35b0cfa1ba79833cfe4b774c4cb1477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-6914-7e13-bce1-fed2680b7d8d"} +{"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(\\\"release_year\\\") AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"release_year\\\" and measure_col=\\\"release_year\\\" on the single table \\\"c17\\\". SQLite will coerce numeric-looking TEXT values in \\\"release_year\\\" during SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14647,"cached_input_tokens":0,"output_tokens":282,"reasoning_output_tokens":179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdae10c6aec794bc57f6d6ee71b4cc3e2cfaf40c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"release_year\", SUM(\"release_year\") AS total_measure\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"release_year\" and measure_col=\"release_year\" on the single table \"c17\". SQLite will coerce numeric-looking TEXT values in \"release_year\" during SUM."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_14bb0fa770f6753e/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afb3377a89f0c8b701e2c6211b8588e064c1659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year. +Result preview: [{"release_year": "2021", "avg_measure": 2021.0}, {"release_year": "2020", "avg_measure": 2020.0}, {"release_year": "2019", "avg_measure": 2019.0}, {"release_year": "2018", "avg_measure": 2018.0}, {"release_year": "2017", "avg_measure": 2017.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44b10b6601caa99ea32b347e6acb699ab007cce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_1594879205169dd0 +-- problem_id: v2p_c17_02d22de6c6ac1ca0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS avg_measure +FROM "c17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7c7c24948bbc46d5b1d4a5d52a394d05e33f9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"release_year\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"release_year\") AS avg_measure\nFROM \"c17\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"release_year\", \"avg_measure\"], \"rows\": [{\"release_year\": \"2021\", \"avg_measure\": 2021.0}, {\"release_year\": \"2020\", \"avg_measure\": 2020.0}, {\"release_year\": \"2019\", \"avg_measure\": 2019.0}, {\"release_year\": \"2018\", \"avg_measure\": 2018.0}, {\"release_year\": \"2017\", \"avg_measure\": 2017.0}, {\"release_year\": \"2016\", \"avg_measure\": 2016.0}, {\"release_year\": \"2015\", \"avg_measure\": 2015.0}, {\"release_year\": \"2014\", \"avg_measure\": 2014.0}, {\"release_year\": \"2013\", \"avg_measure\": 2013.0}, {\"release_year\": \"2012\", \"avg_measure\": 2012.0}, {\"release_year\": \"2011\", \"avg_measure\": 2011.0}, {\"release_year\": \"2010\", \"avg_measure\": 2010.0}, {\"release_year\": \"2009\", \"avg_measure\": 2009.0}, {\"release_year\": \"2008\", \"avg_measure\": 2008.0}, {\"release_year\": \"2007\", \"avg_measure\": 2007.0}, {\"release_year\": \"2006\", \"avg_measure\": 2006.0}, {\"release_year\": \"2005\", \"avg_measure\": 2005.0}, {\"release_year\": \"2004\", \"avg_measure\": 2004.0}, {\"release_year\": \"2003\", \"avg_measure\": 2003.0}, {\"release_year\": \"2002\", \"avg_measure\": 2002.0}, {\"release_year\": \"2001\", \"avg_measure\": 2001.0}, {\"release_year\": \"2000\", \"avg_measure\": 2000.0}, {\"release_year\": \"1999\", \"avg_measure\": 1999.0}, {\"release_year\": \"1998\", \"avg_measure\": 1998.0}, {\"release_year\": \"1997\", \"avg_measure\": 1997.0}, {\"release_year\": \"1996\", \"avg_measure\": 1996.0}, {\"release_year\": \"1995\", \"avg_measure\": 1995.0}, {\"release_year\": \"1994\", \"avg_measure\": 1994.0}, {\"release_year\": \"1993\", \"avg_measure\": 1993.0}, {\"release_year\": \"1992\", \"avg_measure\": 1992.0}, {\"release_year\": \"1991\", \"avg_measure\": 1991.0}, {\"release_year\": \"1990\", \"avg_measure\": 1990.0}, {\"release_year\": \"1989\", \"avg_measure\": 1989.0}, {\"release_year\": \"1988\", \"avg_measure\": 1988.0}, {\"release_year\": \"1987\", \"avg_measure\": 1987.0}, {\"release_year\": \"1986\", \"avg_measure\": 1986.0}, {\"release_year\": \"1985\", \"avg_measure\": 1985.0}, {\"release_year\": \"1984\", \"avg_measure\": 1984.0}, {\"release_year\": \"1983\", \"avg_measure\": 1983.0}, {\"release_year\": \"1982\", \"avg_measure\": 1982.0}, {\"release_year\": \"1981\", \"avg_measure\": 1981.0}, {\"release_year\": \"1980\", \"avg_measure\": 1980.0}, {\"release_year\": \"1979\", \"avg_measure\": 1979.0}, {\"release_year\": \"1978\", \"avg_measure\": 1978.0}, {\"release_year\": \"1977\", \"avg_measure\": 1977.0}, {\"release_year\": \"1976\", \"avg_measure\": 1976.0}, {\"release_year\": \"1975\", \"avg_measure\": 1975.0}, {\"release_year\": \"1974\", \"avg_measure\": 1974.0}, {\"release_year\": \"1973\", \"avg_measure\": 1973.0}, {\"release_year\": \"1972\", \"avg_measure\": 1972.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..395203d1c42718d61fb8c7e071c460ceb7c04a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:00:52.634232+00:00", + "ended_at": "2026-05-19T16:01:01.683516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_1594879205169dd0", + "problem_id": "v2p_c17_02d22de6c6ac1ca0", + "dataset_id": "c17", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=release_year, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1594879205169dd0.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de66c421e6692650db679e1ebea319191fbe0be1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:01.643708+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": 9005.78, "started_at": "2026-05-19T16:00:52.636317+00:00", "ended_at": "2026-05-19T16:01:01.642130+00:00", "prompt_metrics": {"chars": 9267, "bytes_utf8": 9269, "lines": 240, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad48d306b95c8caf8b008c23aec128e6835144e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1594879205169dd0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_17dbb084bc432c6f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..809ef58870fa1c054fe188455053f233392d7554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 12032, "output_tokens": 493, "reasoning_output_tokens": 361}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..512a59f4ba1dd3f9f1262ad01c7c2a854d379b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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_17dbb084bc432c6f", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 493, + "total_tokens": 15149, + "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": 13486.33, + "sql_execution_elapsed_ms_total": 29.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/conversation.jsonl", + "note": "Executed through a local 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_17dbb084bc432c6f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b07129b3ef9255e3e97ccb8d664e69e0dbc5471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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": "2026-05-19T16:02:09.170744+00:00", + "ended_at": "2026-05-19T16:02:12.293206+00:00", + "elapsed_ms": 3122.44, + "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_17dbb084bc432c6f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ee3a08d771582a20f5dc3c552845a4703d562f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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": "2026-05-19T16:02:13.294845+00:00", + "ended_at": "2026-05-19T16:02:23.658779+00:00", + "elapsed_ms": 10363.89, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9257, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 881, + "bytes_utf8": 881, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 493, + "reasoning_output_tokens": 361 + } + }, + "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_17dbb084bc432c6f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb4a83a15ad6fd9f34c2b52e5bd5c0bc07b26cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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": 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": "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_17dbb084bc432c6f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb4a83a15ad6fd9f34c2b52e5bd5c0bc07b26cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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": 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": "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_17dbb084bc432c6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d2fa0b1dafb24253677fd86835eebb5782e83bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2197-7cf2-ad12-6a55c50703a3"} +{"type":"turn.started"} +{"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_17dbb084bc432c6f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6caa0578dfa6badc1f43e5de4a3b84b456a07e35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2197-7cf2-ad12-6a55c50703a3"} +{"type":"turn.started"} +{"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_17dbb084bc432c6f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6489fea627a153c121e9ab02386f590db1f569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-31c3-7a91-842a-e18e94de8c2f"} +{"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(CASE WHEN NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL THEN CAST(\\\"release_year\\\" AS REAL) END) OVER (PARTITION BY \\\"type\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested window-partition average template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Since \\\"release_year\\\" is stored as TEXT in SQLite, the query casts it to REAL and ignores blank strings before averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14656,"cached_input_tokens":12032,"output_tokens":493,"reasoning_output_tokens":361}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..00da9c7c8f289f2fcbd4d4674699671a21ddd001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"type\",\n AVG(CASE WHEN NULLIF(TRIM(\"release_year\"), '') IS NOT NULL THEN CAST(\"release_year\" AS REAL) END) OVER (PARTITION BY \"type\") AS avg_measure\nFROM \"c17\"\nORDER BY avg_measure DESC;","notes":"Uses the requested window-partition average template with group_col=\"type\" and measure_col=\"release_year\". Since \"release_year\" is stored as TEXT in SQLite, the query casts it to REAL and ignores blank strings before averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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_17dbb084bc432c6f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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_17dbb084bc432c6f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4732867995187a67b8708a66e034aad9309369f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year. +Result preview: [{"type": "TV Show", "avg_measure": 2016.605754857997}, {"type": "Movie", "avg_measure": 2013.1215136193116}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..292ee20e8dc8698c4697d77c4f1ae16b5ccef467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_17dbb084bc432c6f +-- problem_id: v2p_c17_e31986015997814e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "type", + AVG(CASE WHEN NULLIF(TRIM("release_year"), '') IS NOT NULL THEN CAST("release_year" AS REAL) END) OVER (PARTITION BY "type") AS avg_measure +FROM "c17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a271b3f6d241ccc1c7db208bd93834696affae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:02:09.168323+00:00", + "ended_at": "2026-05-19T16:02:23.691881+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_17dbb084bc432c6f", + "problem_id": "v2p_c17_e31986015997814e", + "dataset_id": "c17", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_17dbb084bc432c6f.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_17dbb084bc432c6f", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 493, + "total_tokens": 15149, + "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": 13486.33, + "sql_execution_elapsed_ms_total": 29.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/conversation.jsonl", + "note": "Executed through a local 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_17dbb084bc432c6f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..290a2bbb4bfa418fb46e759ef734e252a74c8669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:12.293912+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3122.44, "started_at": "2026-05-19T16:02:09.170744+00:00", "ended_at": "2026-05-19T16:02:12.293206+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9257, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-2197-7cf2-ad12-6a55c50703a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:23.659933+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10363.89, "started_at": "2026-05-19T16:02:13.294845+00:00", "ended_at": "2026-05-19T16:02:23.658779+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9257, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 12032, "output_tokens": 493, "reasoning_output_tokens": 361}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"type\\\",\\n AVG(CASE WHEN NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL THEN CAST(\\\"release_year\\\" AS REAL) END) OVER (PARTITION BY \\\"type\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested window-partition average template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Since \\\"release_year\\\" is stored as TEXT in SQLite, the query casts it to REAL and ignores blank strings before averaging.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c1a10a3e9e1dd78648779d36d0d8ed90d5c8e6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_17dbb084bc432c6f", + "api_calls": 0, + "input_tokens": 14656, + "cached_input_tokens": 12032, + "output_tokens": 493, + "total_tokens": 15149, + "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": 13486.33, + "sql_execution_elapsed_ms_total": 29.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_17dbb084bc432c6f/cli/conversation.jsonl", + "note": "Executed through a local 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_1d5e0be2525ca666/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a02083d0d768b27d0a7771b52172244bb47b8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total_rows": 8807, "missing_rows": 0, "missing_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_1d5e0be2525ca666/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d89f751f737c64e3ca98902b72e5c791f0e24830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_1d5e0be2525ca666 +-- problem_id: v2p_c17_1c7fefa77244ee52 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab1d2f99761b2b0ebc6cbb5a6e0ef1ded4ebf454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/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: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_c17_1d5e0be2525ca666\n-- problem_id: v2p_c17_1c7fefa77244ee52\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"date_added\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"date_added\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\";", "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: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_c17_1d5e0be2525ca666\\n-- problem_id: v2p_c17_1c7fefa77244ee52\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"date_added\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"date_added\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 8807, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f87dfd02843d24a176278dc4f80897be6fe64e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:03:15.307396+00:00", + "ended_at": "2026-05-19T16:03:15.310274+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_1d5e0be2525ca666", + "problem_id": "v2p_c17_1c7fefa77244ee52", + "dataset_id": "c17", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=date_added.", + "bindings": { + "missing_col": "date_added" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1d5e0be2525ca666.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/c17/artifacts/v2q_c17_1d5e0be2525ca666/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1d5e0be2525ca666/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/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18cb0a7f73bc83abee3a523e9cdd8cc4c73ead86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/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": 686, "bytes_utf8": 686, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 573, "reasoning_output_tokens": 385}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1a0a7258c08bb012dd55329217915b196190209 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_1fcda40232b5e8fc", + "api_calls": 0, + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 573, + "total_tokens": 15426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14799.22, + "sql_execution_elapsed_ms_total": 8.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/conversation.jsonl", + "note": "Executed through a local 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_1fcda40232b5e8fc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f00942d6a07043db93e09e1481bdb04e728a7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:22.240554+00:00", + "ended_at": "2026-05-19T15:38:37.039801+00:00", + "elapsed_ms": 14799.22, + "prompt_metrics": { + "chars": 9978, + "bytes_utf8": 9980, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 686, + "bytes_utf8": 686, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14853, + "cached_input_tokens": 13696, + "output_tokens": 573, + "reasoning_output_tokens": 385 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1fcda40232b5e8fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90f93a49bc489f037cfc90ddc9f6b7e8c40fb0ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/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": 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},\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_1fcda40232b5e8fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c641a63fe1c6e3a5f5b73747ffa514a5663bae8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-5bc6-77c3-94c2-99963e61b358"} +{"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 \\\"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\":\"Grouped by \\\"rating\\\" and computed the ratio of rows where \\\"type\\\" = 'Movie' to rows where \\\"type\\\" = 'TV Show', following the planned template exactly and using NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14853,"cached_input_tokens":13696,"output_tokens":573,"reasoning_output_tokens":385}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c6937d0367017b52f33e14d6549f9948c40d13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/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":"Grouped by \"rating\" and computed the ratio of rows where \"type\" = 'Movie' to rows where \"type\" = 'TV Show', following the planned template exactly and using NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_1fcda40232b5e8fc/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_21f18386c93897be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..326d21679c19c057a7a37fbcb87c048bf5e5621c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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": "2026-05-19T15:55:06.657199+00:00", + "ended_at": "2026-05-19T15:55:09.838224+00:00", + "elapsed_ms": 3181.0, + "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_21f18386c93897be/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6deb90a503a2b19a33c4ecf667fec7207ac55f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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": "2026-05-19T15:55:10.840694+00:00", + "ended_at": "2026-05-19T15:55:13.922976+00:00", + "elapsed_ms": 3082.24, + "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_21f18386c93897be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..205ae7e888a51577739d251c9af46ad4628da141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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=rating, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rating", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 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_21f18386c93897be/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..205ae7e888a51577739d251c9af46ad4628da141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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 dependency_strength_similarity with semantic role focused_target_view. 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": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 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_21f18386c93897be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..769940972d5930e9d9cf92a81cbbfbd6c05a4264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-af3d-7ea0-81c0-20946a5f2cd9"} +{"type":"turn.started"} +{"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_21f18386c93897be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f486b6f0b2949ac466ead255d500e148aa5847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-af3d-7ea0-81c0-20946a5f2cd9"} +{"type":"turn.started"} +{"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_21f18386c93897be/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a97458e5c4e4dd9e4fcbc7e952b134a4d7af99e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bf7f-7203-8a78-6debba008107"} +{"type":"turn.started"} +{"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_21f18386c93897be/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ce9db82bca37f70b947d7ddf9a15ad94d1d843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bf7f-7203-8a78-6debba008107"} +{"type":"turn.started"} +{"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_21f18386c93897be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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_21f18386c93897be/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/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_21f18386c93897be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd0e7d858098cf6925c799beba0d007411e4ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:55:06.655274+00:00", + "ended_at": "2026-05-19T15:55:13.923801+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_21f18386c93897be", + "problem_id": "v2p_c17_94da74765dfa8b00", + "dataset_id": "c17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=rating, condition_col=type.", + "bindings": { + "group_col": "rating", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..288e5bd66f46830670cd380851f7e4082e9f1ca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_21f18386c93897be/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:09.839211+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3181.0, "started_at": "2026-05-19T15:55:06.657199+00:00", "ended_at": "2026-05-19T15:55:09.838224+00:00", "prompt_metrics": {"chars": 9421, "bytes_utf8": 9423, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-af3d-7ea0-81c0-20946a5f2cd9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:13.923712+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3082.24, "started_at": "2026-05-19T15:55:10.840694+00:00", "ended_at": "2026-05-19T15:55:13.922976+00:00", "prompt_metrics": {"chars": 9421, "bytes_utf8": 9423, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-bf7f-7203-8a78-6debba008107\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c10517612fcb8787f6a7774c1d9d1b1c509ee5c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration, measure_col=release_year. +Result preview: [{"duration": "1 Season", "group_value": 3615738}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73a74ca0c83bc410e1928cac786a808a7c876d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_267f77e6dfa22c24 +-- problem_id: v2p_c17_97ad9e75ffe81777 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "duration", + SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' + GROUP BY "duration" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."duration", + g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee13ac33d0ceb6373568a0cea9543c42bd06dc5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"duration\", \"group_value\"], \"rows\": [{\"duration\": \"1 Season\", \"group_value\": 3615738}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3fedb72242721ee6b640fefe65d81cbdef53470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:44:49.558440+00:00", + "ended_at": "2026-05-19T15:45:05.904951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_267f77e6dfa22c24", + "problem_id": "v2p_c17_97ad9e75ffe81777", + "dataset_id": "c17", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_267f77e6dfa22c24.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dab76e883aca3556c306b166ce1b09bd605ab4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:05.893967+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": 16330.22, "started_at": "2026-05-19T15:44:49.562814+00:00", "ended_at": "2026-05-19T15:45:05.893077+00:00", "prompt_metrics": {"chars": 9734, "bytes_utf8": 9736, "lines": 240, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..692cefe842494505b14174fbbd7756a8c462b588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_267f77e6dfa22c24/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_28d8ddb9f1d016b0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af37f5fbe8afa9757ce7f3ec15dfaabe7000b2ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/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": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 0, "output_tokens": 267, "reasoning_output_tokens": 161}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5081fb13e3e70c25f1a8318c6b6c55ab3a4472f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_28d8ddb9f1d016b0", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 0, + "output_tokens": 267, + "total_tokens": 14912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8280.47, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/conversation.jsonl", + "note": "Executed through a local 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_28d8ddb9f1d016b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10b1f7a5df0a4d906d47ca2976b1286ebd3d970e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.115984+00:00", + "ended_at": "2026-05-19T15:28:26.396493+00:00", + "elapsed_ms": 8280.47, + "prompt_metrics": { + "chars": 9170, + "bytes_utf8": 9172, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 0, + "output_tokens": 267, + "reasoning_output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_28d8ddb9f1d016b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4579c1ba341e36d2ba2e9734934b4876e6011375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/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": 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}, 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_28d8ddb9f1d016b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52458fb8be492540a0ec88b81647d4ac9ea5fab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-23ec-7e00-9de2-af28e9192b9d"} +{"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 was added because \\\"release_year\\\" is stored as TEXT in the schema, and SQLite SUM should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":0,"output_tokens":267,"reasoning_output_tokens":161}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c7b9595bd38bafc7396a71073ea3842a2b8015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/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 was added because \"release_year\" is stored as TEXT in the schema, and SQLite SUM should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_28d8ddb9f1d016b0/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_31605fef793dd868/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6060a97fd24fe44e3987af32ad2b78e96d9ed1a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/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": 1854, "bytes_utf8": 1854, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 3356, "reasoning_output_tokens": 2737}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ee2adcae7c64d6e6e88aaf9486ab58e61df2940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_31605fef793dd868", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 3356, + "total_tokens": 18039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 51674.16, + "sql_execution_elapsed_ms_total": 34.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/conversation.jsonl", + "note": "Executed through a local 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_31605fef793dd868/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4833ee3a2509cf22ace02bb405d7b542efeb7e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:49.386787+00:00", + "ended_at": "2026-05-19T15:50:41.060976+00:00", + "elapsed_ms": 51674.16, + "prompt_metrics": { + "chars": 9359, + "bytes_utf8": 9361, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2497, + "bytes_utf8": 2497, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1854, + "bytes_utf8": 1854, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 3356, + "reasoning_output_tokens": 2737 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_31605fef793dd868/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebc0915b3f79aeb064d36f0d4d6f857e05498a77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/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": 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},\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_31605fef793dd868/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff6e7e2abd8eea70a3027ff9f87f909c2796589e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-d7c7-7641-b82d-d58203a2e301"} +{"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 REAL) AS \\\"measure\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n AND TRIM(\\\"duration\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"duration\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"duration\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"duration\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"duration\\\",\\n (100 + 95 * (\\\"n\\\" - 1)) AS \\\"pos_num\\\",\\n (100 + 95 * (\\\"n\\\" - 1)) / 100 AS \\\"frn\\\",\\n CASE\\n WHEN (100 + 95 * (\\\"n\\\" - 1)) % 100 = 0 THEN (100 + 95 * (\\\"n\\\" - 1)) / 100\\n ELSE ((100 + 95 * (\\\"n\\\" - 1)) / 100) + 1\\n END AS \\\"crn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"duration\\\",\\n p.\\\"pos_num\\\",\\n p.\\\"frn\\\",\\n p.\\\"crn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"frn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"crn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"positions\\\" AS p\\n ON o.\\\"duration\\\" = p.\\\"duration\\\"\\n GROUP BY\\n o.\\\"duration\\\",\\n p.\\\"pos_num\\\",\\n p.\\\"frn\\\",\\n p.\\\"crn\\\"\\n)\\nSELECT\\n \\\"duration\\\",\\n CASE\\n WHEN \\\"frn\\\" = \\\"crn\\\" THEN \\\"lower_value\\\"\\n ELSE ((CAST(\\\"crn\\\" AS REAL) - (\\\"pos_num\\\" / 100.0)) * \\\"lower_value\\\")\\n + (((\\\"pos_num\\\" / 100.0) - CAST(\\\"frn\\\" AS REAL)) * \\\"upper_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates SQLite-incompatible PERCENTILE_CONT(0.95) for each \\\"duration\\\" group using linear interpolation over CAST(\\\"release_year\\\" AS REAL), excluding null/blank group and measure values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":3356,"reasoning_output_tokens":2737}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12d56a99ff9b4080444f432705261c0760351954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/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 REAL) AS \"measure\"\n FROM \"c17\"\n WHERE \"duration\" IS NOT NULL\n AND TRIM(\"duration\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"duration\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"duration\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"duration\") AS \"n\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"duration\",\n (100 + 95 * (\"n\" - 1)) AS \"pos_num\",\n (100 + 95 * (\"n\" - 1)) / 100 AS \"frn\",\n CASE\n WHEN (100 + 95 * (\"n\" - 1)) % 100 = 0 THEN (100 + 95 * (\"n\" - 1)) / 100\n ELSE ((100 + 95 * (\"n\" - 1)) / 100) + 1\n END AS \"crn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n o.\"duration\",\n p.\"pos_num\",\n p.\"frn\",\n p.\"crn\",\n MAX(CASE WHEN o.\"rn\" = p.\"frn\" THEN o.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"crn\" THEN o.\"measure\" END) AS \"upper_value\"\n FROM \"ordered\" AS o\n JOIN \"positions\" AS p\n ON o.\"duration\" = p.\"duration\"\n GROUP BY\n o.\"duration\",\n p.\"pos_num\",\n p.\"frn\",\n p.\"crn\"\n)\nSELECT\n \"duration\",\n CASE\n WHEN \"frn\" = \"crn\" THEN \"lower_value\"\n ELSE ((CAST(\"crn\" AS REAL) - (\"pos_num\" / 100.0)) * \"lower_value\")\n + (((\"pos_num\" / 100.0) - CAST(\"frn\" AS REAL)) * \"upper_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates SQLite-incompatible PERCENTILE_CONT(0.95) for each \"duration\" group using linear interpolation over CAST(\"release_year\" AS REAL), excluding null/blank group and measure values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_31605fef793dd868/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_33d80305f8156656/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edd1038ea4ed20375c5fbdb73df49c4fb127d907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9260, "bytes_utf8": 9262, "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": 596, "bytes_utf8": 596, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 487, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92729834e9158a5fa7b824dd019ab808bac7e95e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_33d80305f8156656", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 487, + "total_tokens": 15144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12712.52, + "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_33d80305f8156656/cli/conversation.jsonl", + "note": "Executed through a local 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_33d80305f8156656/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec9fd0c7fbf3c94c24d267112b4ac2618dc1088c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:53.609105+00:00", + "ended_at": "2026-05-19T16:03:06.321647+00:00", + "elapsed_ms": 12712.52, + "prompt_metrics": { + "chars": 9260, + "bytes_utf8": 9262, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 974, + "bytes_utf8": 974, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 596, + "bytes_utf8": 596, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 487, + "reasoning_output_tokens": 336 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_33d80305f8156656/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0996322589c379711793cf66adcf5ecb711f765f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/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=rating, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "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": "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_33d80305f8156656/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfc05fbb446024cada252294fb8c8577db1e625e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cf1b-7051-9a75-7ec945239be5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"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\":\"Applied the planned Window Partition Average template with \\\"rating\\\" as the partitioning group and \\\"release_year\\\" as the averaged measure. Filtered out null/empty values and cast \\\"release_year\\\" to REAL to ensure SQLite computes a numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12032,"output_tokens":487,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8793e5aa743bec14bb8d8b510a1d2d8e1a812ca4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"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":"Applied the planned Window Partition Average template with \"rating\" as the partitioning group and \"release_year\" as the averaged measure. Filtered out null/empty values and cast \"release_year\" to REAL to ensure SQLite computes a numeric average."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33d80305f8156656/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_3482e7be7bdb409e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..757d0d1bbd60c00d4de1ef93586570c8e230782b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2018", "support": 1147, "support_share": 0.13023731122970364, "cumulative_support": 1147}, {"value_label": "2017", "support": 1032, "support_share": 0.11717951629385716, "cumulative_support": 2179}, {"value_label": "2019", "support": 1030, "support_share": 0.11695242420801635, "cumulative_support": 3209}, {"value_label": "2020", "support": 953, "support_share": 0.10820937890314522, "cumulative_support": 4162}, {"value_label": "2016", "support": 902, "support_share": 0.1024185307142046, "cumulative_support": 5064}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8636bd77861872b5f3e4c8b4844bb94e3b0390f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/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: c17 +-- 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_c17_3482e7be7bdb409e +-- problem_id: v2p_c17_1934fac6be2d42c5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "release_year" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "release_year" +), 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/c17/artifacts/v2q_c17_3482e7be7bdb409e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48953be3c20c13a2193f6596de01ea6e19f6d19f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/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: c17\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_c17_3482e7be7bdb409e\n-- problem_id: v2p_c17_1934fac6be2d42c5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"release_year\" AS value_label, COUNT(*) AS support\n FROM \"c17\"\n GROUP BY \"release_year\"\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: c17\\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_c17_3482e7be7bdb409e\\n-- problem_id: v2p_c17_1934fac6be2d42c5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"release_year\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c17\\\"\\n GROUP BY \\\"release_year\\\"\\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\": \"2018\", \"support\": 1147, \"support_share\": 0.13023731122970364, \"cumulative_support\": 1147}, {\"value_label\": \"2017\", \"support\": 1032, \"support_share\": 0.11717951629385716, \"cumulative_support\": 2179}, {\"value_label\": \"2019\", \"support\": 1030, \"support_share\": 0.11695242420801635, \"cumulative_support\": 3209}, {\"value_label\": \"2020\", \"support\": 953, \"support_share\": 0.10820937890314522, \"cumulative_support\": 4162}, {\"value_label\": \"2016\", \"support\": 902, \"support_share\": 0.1024185307142046, \"cumulative_support\": 5064}, {\"value_label\": \"2021\", \"support\": 592, \"support_share\": 0.0672192574088793, \"cumulative_support\": 5656}, {\"value_label\": \"2015\", \"support\": 560, \"support_share\": 0.06358578403542636, \"cumulative_support\": 6216}, {\"value_label\": \"2014\", \"support\": 352, \"support_share\": 0.03996820710798229, \"cumulative_support\": 6568}, {\"value_label\": \"2013\", \"support\": 288, \"support_share\": 0.032701260361076415, \"cumulative_support\": 6856}, {\"value_label\": \"2012\", \"support\": 237, \"support_share\": 0.0269104121721358, \"cumulative_support\": 7093}, {\"value_label\": \"2010\", \"support\": 194, \"support_share\": 0.02202793232655842, \"cumulative_support\": 7287}, {\"value_label\": \"2011\", \"support\": 185, \"support_share\": 0.02100601794027478, \"cumulative_support\": 7472}, {\"value_label\": \"2009\", \"support\": 152, \"support_share\": 0.01725899852390144, \"cumulative_support\": 7624}, {\"value_label\": \"2008\", \"support\": 136, \"support_share\": 0.015442261837174974, \"cumulative_support\": 7760}, {\"value_label\": \"2006\", \"support\": 96, \"support_share\": 0.010900420120358805, \"cumulative_support\": 7856}, {\"value_label\": \"2007\", \"support\": 88, \"support_share\": 0.009992051776995572, \"cumulative_support\": 7944}, {\"value_label\": \"2005\", \"support\": 80, \"support_share\": 0.009083683433632339, \"cumulative_support\": 8024}, {\"value_label\": \"2004\", \"support\": 64, \"support_share\": 0.00726694674690587, \"cumulative_support\": 8088}, {\"value_label\": \"2003\", \"support\": 61, \"support_share\": 0.006926308618144658, \"cumulative_support\": 8149}, {\"value_label\": \"2002\", \"support\": 51, \"support_share\": 0.005790848188940615, \"cumulative_support\": 8200}, {\"value_label\": \"2001\", \"support\": 45, \"support_share\": 0.00510957193141819, \"cumulative_support\": 8245}, {\"value_label\": \"1999\", \"support\": 39, \"support_share\": 0.004428295673895764, \"cumulative_support\": 8284}, {\"value_label\": \"1997\", \"support\": 38, \"support_share\": 0.00431474963097536, \"cumulative_support\": 8322}, {\"value_label\": \"2000\", \"support\": 37, \"support_share\": 0.004201203588054956, \"cumulative_support\": 8359}, {\"value_label\": \"1998\", \"support\": 36, \"support_share\": 0.004087657545134552, \"cumulative_support\": 8395}, {\"value_label\": \"1993\", \"support\": 28, \"support_share\": 0.0031792892017713185, \"cumulative_support\": 8423}, {\"value_label\": \"1995\", \"support\": 25, \"support_share\": 0.0028386510730101055, \"cumulative_support\": 8448}, {\"value_label\": \"1996\", \"support\": 24, \"support_share\": 0.0027251050300897014, \"cumulative_support\": 8472}, {\"value_label\": \"1992\", \"support\": 23, \"support_share\": 0.002611558987169297, \"cumulative_support\": 8495}, {\"value_label\": \"1990\", \"support\": 22, \"support_share\": 0.002498012944248893, \"cumulative_support\": 8517}, {\"value_label\": \"1994\", \"support\": 22, \"support_share\": 0.002498012944248893, \"cumulative_support\": 8539}, {\"value_label\": \"1988\", \"support\": 18, \"support_share\": 0.002043828772567276, \"cumulative_support\": 8557}, {\"value_label\": \"1982\", \"support\": 17, \"support_share\": 0.0019302827296468717, \"cumulative_support\": 8574}, {\"value_label\": \"1991\", \"support\": 17, \"support_share\": 0.0019302827296468717, \"cumulative_support\": 8591}, {\"value_label\": \"1989\", \"support\": 16, \"support_share\": 0.0018167366867264676, \"cumulative_support\": 8607}, {\"value_label\": \"1981\", \"support\": 13, \"support_share\": 0.0014760985579652549, \"cumulative_support\": 8620}, {\"value_label\": \"1986\", \"support\": 13, \"support_share\": 0.0014760985579652549, \"cumulative_support\": 8633}, {\"value_label\": \"1984\", \"support\": 12, \"support_share\": 0.0013625525150448507, \"cumulative_support\": 8645}, {\"value_label\": \"1979\", \"support\": 11, \"support_share\": 0.0012490064721244465, \"cumulative_support\": 8656}, {\"value_label\": \"1980\", \"support\": 11, \"support_share\": 0.0012490064721244465, \"cumulative_support\": 8667}, {\"value_label\": \"1983\", \"support\": 11, \"support_share\": 0.0012490064721244465, \"cumulative_support\": 8678}, {\"value_label\": \"1973\", \"support\": 10, \"support_share\": 0.0011354604292040423, \"cumulative_support\": 8688}, {\"value_label\": \"1985\", \"support\": 10, \"support_share\": 0.0011354604292040423, \"cumulative_support\": 8698}, {\"value_label\": \"1976\", \"support\": 9, \"support_share\": 0.001021914386283638, \"cumulative_support\": 8707}, {\"value_label\": \"1987\", \"support\": 8, \"support_share\": 0.0009083683433632338, \"cumulative_support\": 8715}, {\"value_label\": \"1974\", \"support\": 7, \"support_share\": 0.0007948223004428296, \"cumulative_support\": 8722}, {\"value_label\": \"1975\", \"support\": 7, \"support_share\": 0.0007948223004428296, \"cumulative_support\": 8729}, {\"value_label\": \"1977\", \"support\": 7, \"support_share\": 0.0007948223004428296, \"cumulative_support\": 8736}, {\"value_label\": \"1978\", \"support\": 7, \"support_share\": 0.0007948223004428296, \"cumulative_support\": 8743}, {\"value_label\": \"1967\", \"support\": 5, \"support_share\": 0.0005677302146020212, \"cumulative_support\": 8748}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d70fdde529debc9b229669c047adcce9af5ef801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:03:15.436810+00:00", + "ended_at": "2026-05-19T16:03:15.441850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_3482e7be7bdb409e", + "problem_id": "v2p_c17_1934fac6be2d42c5", + "dataset_id": "c17", + "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=release_year.", + "bindings": { + "group_col": "release_year" + }, + "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/c17/sql/v2q_c17_3482e7be7bdb409e.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/c17/artifacts/v2q_c17_3482e7be7bdb409e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_3482e7be7bdb409e/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/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd37fad16ee69c95e3b64e0e9da69ad562cd31d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9581, "bytes_utf8": 9583, "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": 803, "bytes_utf8": 803, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 12032, "output_tokens": 751, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0049fc6b9c09830d446a32148ca3200760c11c75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_469f1b34a4b946a6", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 751, + "total_tokens": 15513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14947.33, + "sql_execution_elapsed_ms_total": 26.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/conversation.jsonl", + "note": "Executed through a local 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_469f1b34a4b946a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4eaa932cd5e9a34aa3a00a0ddd9a74917de3e055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:14.961716+00:00", + "ended_at": "2026-05-19T15:34:29.909087+00:00", + "elapsed_ms": 14947.33, + "prompt_metrics": { + "chars": 9581, + "bytes_utf8": 9583, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1205, + "bytes_utf8": 1205, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 751, + "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_469f1b34a4b946a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..644109fa5d523392fec35ba50f1ad9dd64dcbbc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/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=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": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_469f1b34a4b946a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2bb477cff1ed6bff6f9622ed1d40480b8ad9569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-95d3-75b3-93d2-1b8cada7f457"} +{"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 REAL)) AS total_measure,\\n SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"rating\\\"), 0) AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"rating\\\", '')) <> ''\\n AND TRIM(COALESCE(\\\"duration\\\", '')) <> ''\\n AND TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"rating\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"rating\\\", item_col=\\\"duration\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to REAL because the schema stores it as TEXT, and filtered blank values in the bound columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":12032,"output_tokens":751,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e8ce8098ff2c3a65a91686e13914d704ec5bf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/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 REAL)) AS total_measure,\n SUM(CAST(\"release_year\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"rating\"), 0) AS share_within_group\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"rating\", '')) <> ''\n AND TRIM(COALESCE(\"duration\", '')) <> ''\n AND TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY \"rating\", \"duration\"\nORDER BY share_within_group DESC\nLIMIT 16;","notes":"Used the planned Within-Group Share of Total template with group_col=\"rating\", item_col=\"duration\", and measure_col=\"release_year\". Cast \"release_year\" to REAL because the schema stores it as TEXT, and filtered blank values in the bound columns."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_469f1b34a4b946a6/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_4d0a32a101139eb0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b531e1c65d4abc0970b7f1620bdd764268778e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/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": 808, "bytes_utf8": 808, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 746, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32cff6a28bb11ada398f018c78bfb50eb55d97fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_4d0a32a101139eb0", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 746, + "total_tokens": 15509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17891.15, + "sql_execution_elapsed_ms_total": 30.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/conversation.jsonl", + "note": "Executed through a local 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_4d0a32a101139eb0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30df1b74670c79547d72a58506db70a2def00792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:29.944885+00:00", + "ended_at": "2026-05-19T15:34:47.836070+00:00", + "elapsed_ms": 17891.15, + "prompt_metrics": { + "chars": 9584, + "bytes_utf8": 9586, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1221, + "bytes_utf8": 1221, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 746, + "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_4d0a32a101139eb0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d130d63651e7ed96b14e1b572f710463ebfb816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/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": "listed_in", + "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}, {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_4d0a32a101139eb0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..668c9c0614293e4fbc74a468253813b182b9bb9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-d04e-7031-9f2c-44d9eceeeb39"} +{"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 \\\"listed_in\\\",\\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 \\\"duration\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"duration\\\" IS NOT NULL\\n AND \\\"duration\\\" <> ''\\n AND \\\"listed_in\\\" IS NOT NULL\\n AND \\\"listed_in\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"duration\\\", \\\"listed_in\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=duration, item_col=listed_in, and measure_col=release_year. CAST is applied because release_year is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":12032,"output_tokens":746,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ef080c4db111e3b7c5a0543a4fdb0b61c8f64c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"duration\",\n \"listed_in\",\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 \"duration\") AS \"share_within_group\"\nFROM \"c17\"\nWHERE \"duration\" IS NOT NULL\n AND \"duration\" <> ''\n AND \"listed_in\" IS NOT NULL\n AND \"listed_in\" <> ''\n AND \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"duration\", \"listed_in\"\nORDER BY \"share_within_group\" DESC\nLIMIT 12;","notes":"Uses the requested Within-Group Share of Total template with group_col=duration, item_col=listed_in, and measure_col=release_year. CAST is applied because release_year is stored 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_4d0a32a101139eb0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4d0a32a101139eb0/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_4e2baaf155ce3b4d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a30bc19720ba651a3c6c5e32064a3eced53e278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/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": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 12032, "output_tokens": 481, "reasoning_output_tokens": 321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa2c5726fe1c1217a05e9018f910f1df6230b184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_4e2baaf155ce3b4d", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 15181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15936.99, + "sql_execution_elapsed_ms_total": 20.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/conversation.jsonl", + "note": "Executed through a local 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_4e2baaf155ce3b4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8c0c0466201f99e9ea3cd9505ed395a50243e43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:52.401097+00:00", + "ended_at": "2026-05-19T15:42:08.338117+00:00", + "elapsed_ms": 15936.99, + "prompt_metrics": { + "chars": 9348, + "bytes_utf8": 9350, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1322, + "bytes_utf8": 1322, + "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": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 481, + "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_4e2baaf155ce3b4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7c67eb484238c1e2da868664d354ac2aa59c7c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/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": 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": "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_4e2baaf155ce3b4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c619482fe2f46d624ac9c43d4a941eadfaff415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-909a-7ae1-a54c-6e965bbf266d"} +{"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 \\\"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 \\\"release_year\\\" <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC;\",\"notes\":\"Used 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 because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":12032,"output_tokens":481,"reasoning_output_tokens":321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a79c66753516bc94482c2b0ab5770e76eba0aa8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"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 \"release_year\" <> ''\n)\nSELECT \"release_year\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"release_year\" AS INTEGER) DESC;","notes":"Used 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 because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/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_4e2baaf155ce3b4d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0f9f67c665690db2d74b937fc82d4864445b19f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year. +Result preview: [{"release_year": "2021"}, {"release_year": "2021"}, {"release_year": "2021"}, {"release_year": "2021"}, {"release_year": "2021"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d03db0c1fc291680bc3d785a3dfd6f6427aba016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_4e2baaf155ce3b4d +-- problem_id: v2p_c17_89e7706fece59557 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS tail_bucket + FROM "c17" + WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +) +SELECT "release_year" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("release_year" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3f84a54b5e30b0f06e8d51194719b9a865f719e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"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 \"release_year\" <> ''\n)\nSELECT \"release_year\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"release_year\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"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 \\\"release_year\\\" <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC;\", \"columns\": [\"release_year\"], \"rows\": [{\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}, {\"release_year\": \"2021\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f207b267e4df967dbee10ef939a844cdb992dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:41:52.398295+00:00", + "ended_at": "2026-05-19T15:42:08.361966+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_4e2baaf155ce3b4d", + "problem_id": "v2p_c17_89e7706fece59557", + "dataset_id": "c17", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "bindings": { + "measure_col": "release_year", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4e2baaf155ce3b4d.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_4e2baaf155ce3b4d", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 15181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15936.99, + "sql_execution_elapsed_ms_total": 20.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/conversation.jsonl", + "note": "Executed through a local 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_4e2baaf155ce3b4d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cda82f5686898328a5878bb9a86ac204cb643026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:08.339696+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": 15936.99, "started_at": "2026-05-19T15:41:52.401097+00:00", "ended_at": "2026-05-19T15:42:08.338117+00:00", "prompt_metrics": {"chars": 9348, "bytes_utf8": 9350, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 12032, "output_tokens": 481, "reasoning_output_tokens": 321}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"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 \\\"release_year\\\" <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC;\",\"notes\":\"Used 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 because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93351951f7be8b098a914da1828787d9f6cf64ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_4e2baaf155ce3b4d", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 15181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15936.99, + "sql_execution_elapsed_ms_total": 20.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4e2baaf155ce3b4d/cli/conversation.jsonl", + "note": "Executed through a local 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_56eddba9f10c4f84/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..955d99a4f84d2892af2f7b8e4b5a07e918aad4f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9157, "bytes_utf8": 9159, "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": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14654, "cached_input_tokens": 12032, "output_tokens": 454, "reasoning_output_tokens": 356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1dca4dbea6e39fcaf4ffe5117298f0fd9b022de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_56eddba9f10c4f84", + "api_calls": 0, + "input_tokens": 14654, + "cached_input_tokens": 12032, + "output_tokens": 454, + "total_tokens": 15108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11846.91, + "sql_execution_elapsed_ms_total": 7.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/conversation.jsonl", + "note": "Executed through a local 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_56eddba9f10c4f84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcf695d260230609929cdecfb774f5a78c432245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:14.471368+00:00", + "ended_at": "2026-05-19T16:00:26.318316+00:00", + "elapsed_ms": 11846.91, + "prompt_metrics": { + "chars": 9157, + "bytes_utf8": 9159, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 324, + "bytes_utf8": 324, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14654, + "cached_input_tokens": 12032, + "output_tokens": 454, + "reasoning_output_tokens": 356 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_56eddba9f10c4f84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd0b6d4ae394d1564b744c54669b5caa9c7bee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/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": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_56eddba9f10c4f84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11bf20119e23a66e53378878eede87c935a46fee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-619f-7851-8caa-eacab661c70f"} +{"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 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col=\\\"rating\\\" and top_k=16 on the single table \\\"c17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14654,"cached_input_tokens":12032,"output_tokens":454,"reasoning_output_tokens":356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57bca6984d2d799697ac76e36b5c592ed921383f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/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 16;","notes":"Uses the planned Low-Support Group Count template with group_col=\"rating\" and top_k=16 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_56eddba9f10c4f84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_56eddba9f10c4f84/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_5f7bc3111abfd834/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbf695239dd6e90bad38ed1aee8da171bd500cd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_5f7bc3111abfd834 +-- problem_id: v2p_c17_38414121dd3fd3cb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f1d764fae98ba02a3e23c39a5b1bb39ef207c11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/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: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_c17_5f7bc3111abfd834\n-- problem_id: v2p_c17_38414121dd3fd3cb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"type\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"country\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"country\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_c17_5f7bc3111abfd834\\n-- problem_id: v2p_c17_38414121dd3fd3cb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"type\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"country\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"country\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..193ff215e54a75c2c818788287b92d86815e3405 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:03:15.409475+00:00", + "ended_at": "2026-05-19T16:03:15.415642+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_5f7bc3111abfd834", + "problem_id": "v2p_c17_38414121dd3fd3cb", + "dataset_id": "c17", + "template_id": "tpl_missing_target_interaction", + "template_name": "Missingness-Target Interaction", + "family_id": "missingness_structure", + "canonical_subitem_id": "co_missingness_pattern_consistency", + "intended_facet_id": "missing_target_interaction", + "variant_semantic_role": "missing_target_interaction", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=type, missing_col=country.", + "bindings": { + "missing_col": "country", + "target_col": "type" + }, + "binding_roles": [ + "missing_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {target_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5f7bc3111abfd834.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/c17/artifacts/v2q_c17_5f7bc3111abfd834/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5f7bc3111abfd834/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/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db58366640b39be0ed64aca2669255e37936caa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 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": 9422, "bytes_utf8": 9424, "lines": 243, "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": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 12032, "output_tokens": 627, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..593fcbb19b159be16494130ec1a0abe19aaf7dc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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_6b74b3ff9ec621e7", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 627, + "total_tokens": 15333, + "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": 16790.9, + "sql_execution_elapsed_ms_total": 5.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/conversation.jsonl", + "note": "Executed through a local 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_6b74b3ff9ec621e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3764527f3f8cf3d026892a69f9279ec17ac3b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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": "2026-05-19T15:54:48.853739+00:00", + "ended_at": "2026-05-19T15:54:51.974940+00:00", + "elapsed_ms": 3121.17, + "returncode": 1, + "prompt_metrics": { + "chars": 9422, + "bytes_utf8": 9424, + "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_6b74b3ff9ec621e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dc59cdd2e199f743edb3e6c336856293897b213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:52.977171+00:00", + "ended_at": "2026-05-19T15:55:06.646942+00:00", + "elapsed_ms": 13669.73, + "prompt_metrics": { + "chars": 9422, + "bytes_utf8": 9424, + "lines": 243, + "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": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 627, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a51381c9b36c64277b4fa6066539171e53fe0df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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": 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},\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_6b74b3ff9ec621e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a51381c9b36c64277b4fa6066539171e53fe0df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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 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": 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},\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_6b74b3ff9ec621e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a6a870386a8f545c6269278fef4054ad2427f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-69a5-7972-9d76-cfe793687b55"} +{"type":"turn.started"} +{"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_6b74b3ff9ec621e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2126976055493d8dc571daf68efc279656c4a17a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-69a5-7972-9d76-cfe793687b55"} +{"type":"turn.started"} +{"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_6b74b3ff9ec621e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85a23aad9f292a07c0cafb020089b73706a3b6ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-79d6-76b3-9156-c002fa22b36b"} +{"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\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY condition_rate DESC;\",\"notes\":\"Computes the within-rating proportion of rows where \\\"type\\\" is 'Movie', grouped by \\\"rating\\\", and applies the bound minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":12032,"output_tokens":627,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ce0b47448f80c88344bc8829ce23b7168e6f46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_response_attempt_2.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\"\nHAVING COUNT(*) >= 5\nORDER BY condition_rate DESC;","notes":"Computes the within-rating proportion of rows where \"type\" is 'Movie', grouped by \"rating\", and applies the bound minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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_6b74b3ff9ec621e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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_6b74b3ff9ec621e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8eb1dd72d6a3e4fda44b0460c72aada86ab16d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/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: c17 +-- 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_c17_6b74b3ff9ec621e7 +-- problem_id: v2p_c17_feb55879f52cec97 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "rating" +HAVING COUNT(*) >= 5 +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99d9b4f55bd06f0add2ff13dfa6b6e4d1a8effb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"rating\",\n AVG(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"rating\"\nHAVING COUNT(*) >= 5\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- 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\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY condition_rate DESC;\", \"columns\": [\"rating\", \"condition_rate\"], \"rows\": [{\"rating\": \"PG-13\", \"condition_rate\": 1.0}, {\"rating\": \"PG\", \"condition_rate\": 1.0}, {\"rating\": \"G\", \"condition_rate\": 1.0}, {\"rating\": \"R\", \"condition_rate\": 0.9974968710888611}, {\"rating\": \"NR\", \"condition_rate\": 0.9375}, {\"rating\": \"TV-Y7-FV\", \"condition_rate\": 0.8333333333333334}, {\"rating\": \"TV-14\", \"condition_rate\": 0.6606481481481481}, {\"rating\": \"TV-MA\", \"condition_rate\": 0.6429685063922669}, {\"rating\": \"TV-PG\", \"condition_rate\": 0.6257242178447276}, {\"rating\": \"TV-G\", \"condition_rate\": 0.5727272727272728}, {\"rating\": \"TV-Y\", \"condition_rate\": 0.42671009771986973}, {\"rating\": \"TV-Y7\", \"condition_rate\": 0.4161676646706587}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f0043c918fef0e5dfdfbc4dc905fe1f7212e6d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6b74b3ff9ec621e7", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 12032, + "output_tokens": 627, + "total_tokens": 15333, + "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": 16790.9, + "sql_execution_elapsed_ms_total": 5.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b74b3ff9ec621e7/cli/conversation.jsonl", + "note": "Executed through a local 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_6be4b859467786df/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94f5444a65c08ffd512b7c2a815ac7f48499835d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9421, "bytes_utf8": 9423, "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": 14706, "cached_input_tokens": 13696, "output_tokens": 464, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5eec77d3dcd993b343029c4c77e94ffcd568bee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_6be4b859467786df", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 464, + "total_tokens": 15170, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11975.27, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/conversation.jsonl", + "note": "Executed through a local 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_6be4b859467786df/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4af6f5c5b24e02eca213388210720b63fa7895e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:26.998907+00:00", + "ended_at": "2026-05-19T15:56:38.974220+00:00", + "elapsed_ms": 11975.27, + "prompt_metrics": { + "chars": 9421, + "bytes_utf8": 9423, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 776, + "bytes_utf8": 776, + "lines": 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": 14706, + "cached_input_tokens": 13696, + "output_tokens": 464, + "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_6be4b859467786df/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa7c4d8f438e6cc634a5df716ec50a68ba0c9255 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/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=rating, condition_col=type.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rating", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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 {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_6be4b859467786df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb37adc842baafe56e226c455ebe36df7f719a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-e920-72a2-9317-c0ffbdbd0f1b"} +{"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\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"rating\\\" and condition_col=\\\"type\\\", measuring the share of rows where type = 'TV Show' within each rating group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":13696,"output_tokens":464,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd881fa345cd4d55a3674b3e1c96af627a6115bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"rating\",\n AVG(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"rating\" and condition_col=\"type\", measuring the share of rows where type = 'TV Show' within each rating group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6be4b859467786df/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_6d8b7fa6a31368c4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eacaa1821f9414c1b8ab9a3f95aab538cd5e3245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/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": 308, "bytes_utf8": 308, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14620, "cached_input_tokens": 12288, "output_tokens": 230, "reasoning_output_tokens": 146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d914c559141d2fe5b132628cc15c33df1a2eddf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_6d8b7fa6a31368c4", + "api_calls": 0, + "input_tokens": 14620, + "cached_input_tokens": 12288, + "output_tokens": 230, + "total_tokens": 14850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11970.07, + "sql_execution_elapsed_ms_total": 10.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/conversation.jsonl", + "note": "Executed through a local 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_6d8b7fa6a31368c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56445c25ee64efb7944d46591f72f30242041fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:20.237475+00:00", + "ended_at": "2026-05-19T15:31:32.207588+00:00", + "elapsed_ms": 11970.07, + "prompt_metrics": { + "chars": 9087, + "bytes_utf8": 9089, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 999, + "bytes_utf8": 999, + "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": 308, + "bytes_utf8": 308, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14620, + "cached_input_tokens": 12288, + "output_tokens": 230, + "reasoning_output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_6d8b7fa6a31368c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87464d06d8abdada9dd635d1de024197954f4491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/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": 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}, 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_6d8b7fa6a31368c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c644c2775a96f8ccc073bc50c7dff30f8f801f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-eb30-7af0-9227-89e62fe584f2"} +{"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":"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\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"release_year\\\" on the single table \\\"c17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14620,"cached_input_tokens":12288,"output_tokens":230,"reasoning_output_tokens":146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ebe29d3cc0551978cf5c1aaee8b42a93d1fd787 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/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":"Used the provided Grouped Count by Category template with group_col bound to \"release_year\" 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_6d8b7fa6a31368c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6d8b7fa6a31368c4/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_6f9f3cde067ed904/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5466737433ddc508484d40912e5807d4c68031c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 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": 9417, "bytes_utf8": 9419, "lines": 243, "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": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 13696, "output_tokens": 317, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..677dc0797390582786cd88940f9f1e035c70edbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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_6f9f3cde067ed904", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 317, + "total_tokens": 15023, + "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": 11468.33, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/conversation.jsonl", + "note": "Executed through a local 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_6f9f3cde067ed904/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d6d5043986860d2f64eee1e94bd0181c898f975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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": "2026-05-19T15:55:41.628971+00:00", + "ended_at": "2026-05-19T15:55:45.117230+00:00", + "elapsed_ms": 3488.24, + "returncode": 1, + "prompt_metrics": { + "chars": 9417, + "bytes_utf8": 9419, + "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_6f9f3cde067ed904/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9cf3c3c9f00e0ff43d9541617b483eb529429cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:46.119753+00:00", + "ended_at": "2026-05-19T15:55:54.099881+00:00", + "elapsed_ms": 7980.09, + "prompt_metrics": { + "chars": 9417, + "bytes_utf8": 9419, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 317, + "reasoning_output_tokens": 182 + } + }, + "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_6f9f3cde067ed904/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0371de9ff4da052393c426b18ec27431903298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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": 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": 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_6f9f3cde067ed904/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0371de9ff4da052393c426b18ec27431903298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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 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": 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": 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_6f9f3cde067ed904/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4dcc5260775f6a6ddddc2aba05cef6efb26e8d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-37de-7d50-b392-0295729c674f"} +{"type":"turn.started"} +{"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_6f9f3cde067ed904/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a177eb95eea9faddaa8cf68c433eb1b688f68bbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-37de-7d50-b392-0295729c674f"} +{"type":"turn.started"} +{"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_6f9f3cde067ed904/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77fdee44d40e95c30964a5dea7ab6f8b44cf7421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-4941-7d81-93cd-51d51ee30eee"} +{"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 required Grouped Condition Rate template with group_col and condition_col both bound to \\\"type\\\" and condition_value set to 'TV Show'. This is a self-grouped probe, so the result will be 1.0 for the 'TV Show' group and 0.0 for other type groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14706,"cached_input_tokens":13696,"output_tokens":317,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaddf8ce62179048107114d9adedfd57d4e4f085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_response_attempt_2.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 required Grouped Condition Rate template with group_col and condition_col both bound to \"type\" and condition_value set to 'TV Show'. This is a self-grouped probe, so the result will be 1.0 for the 'TV Show' group and 0.0 for other type groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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_6f9f3cde067ed904/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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_6f9f3cde067ed904/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea695ac415ecafc0d182c0cec2034bd4e674a8de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, condition_col=type. +Result preview: [{"type": "TV Show", "condition_rate": 1.0}, {"type": "Movie", "condition_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_6f9f3cde067ed904/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36e691433025b9204d4d5e2a9a9a92436ced2d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/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: c17 +-- 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_c17_6f9f3cde067ed904 +-- problem_id: v2p_c17_57c30fbf7e8cd47d +-- realization_mode: agent +-- source_kind: agent +SELECT "type", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "type" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b87706c2cf0e7e751c28d56914c96d1ef6c11dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"type\", \"condition_rate\"], \"rows\": [{\"type\": \"TV Show\", \"condition_rate\": 1.0}, {\"type\": \"Movie\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6c77510a8dacf98d0f19377abe499e35466539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:55:41.625207+00:00", + "ended_at": "2026-05-19T15:55:54.106474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_6f9f3cde067ed904", + "problem_id": "v2p_c17_57c30fbf7e8cd47d", + "dataset_id": "c17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, condition_col=type.", + "bindings": { + "group_col": "type", + "condition_col": "type", + "condition_value": "TV Show", + "positive_value": "Movie", + "negative_value": "TV Show", + "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": 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 + }, + "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=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/c17/sql/v2q_c17_6f9f3cde067ed904.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6f9f3cde067ed904", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 317, + "total_tokens": 15023, + "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": 11468.33, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/conversation.jsonl", + "note": "Executed through a local 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_6f9f3cde067ed904/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15665e02d72aff3a1d0f70d63a4e50df574da36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:45.117982+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3488.24, "started_at": "2026-05-19T15:55:41.628971+00:00", "ended_at": "2026-05-19T15:55:45.117230+00:00", "prompt_metrics": {"chars": 9417, "bytes_utf8": 9419, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-37de-7d50-b392-0295729c674f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:54.100644+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7980.09, "started_at": "2026-05-19T15:55:46.119753+00:00", "ended_at": "2026-05-19T15:55:54.099881+00:00", "prompt_metrics": {"chars": 9417, "bytes_utf8": 9419, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14706, "cached_input_tokens": 13696, "output_tokens": 317, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"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 required Grouped Condition Rate template with group_col and condition_col both bound to \\\"type\\\" and condition_value set to 'TV Show'. This is a self-grouped probe, so the result will be 1.0 for the 'TV Show' group and 0.0 for other type groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..942f29aba1d4daf9b12e24237f958d62e96c6e72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_6f9f3cde067ed904", + "api_calls": 0, + "input_tokens": 14706, + "cached_input_tokens": 13696, + "output_tokens": 317, + "total_tokens": 15023, + "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": 11468.33, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6f9f3cde067ed904/cli/conversation.jsonl", + "note": "Executed through a local 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_7a2975b1c8e205ce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e39e57a8af561919bb3a7d664ddbfdf82b7df8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/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": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 451, "reasoning_output_tokens": 291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..587ca6649ebeab3eb951a7ca24c965959f0048a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_7a2975b1c8e205ce", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 15232, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9604.03, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/conversation.jsonl", + "note": "Executed through a local 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_7a2975b1c8e205ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72dcd16381b1ac492b1d99d9405816950a8fadb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:04.127160+00:00", + "ended_at": "2026-05-19T15:44:13.731208+00:00", + "elapsed_ms": 9604.03, + "prompt_metrics": { + "chars": 9728, + "bytes_utf8": 9730, + "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": 612, + "bytes_utf8": 612, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 451, + "reasoning_output_tokens": 291 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_7a2975b1c8e205ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6285349d95cfabc42c9cad0f924498f5da736d53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/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": 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": "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_7a2975b1c8e205ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a46e4c294d60073e66a4df0c739b4a7648507e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-9320-71a2-8a7a-e596781da9ba"} +{"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 \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) 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\":\"Used the requested template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to INTEGER so SUM is SQLite-compatible and numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14781,"cached_input_tokens":12032,"output_tokens":451,"reasoning_output_tokens":291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e846b6feac73ab5febb64185bef3cdda4b5fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/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 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":"Used the requested template with group_col=\"rating\" and measure_col=\"release_year\". Cast \"release_year\" from TEXT to INTEGER so SUM is SQLite-compatible and numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/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_7a2975b1c8e205ce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffbdb298601ce0a92b43731b11664fd2ad10d047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=rating, measure_col=release_year. +Result preview: [{"rating": "TV-MA", "group_value": 6467434}, {"rating": "TV-14", "group_value": 4349496}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ad584f3c9b3017050c6fe6a9ced6a8c886d0afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_7a2975b1c8e205ce +-- problem_id: v2p_c17_df67fb8dfff19409 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + GROUP BY "rating" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."rating", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6c027d130893e606c9d69c915287a0761859264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) 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;", "result": "{\"query\": \"-- 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 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;\", \"columns\": [\"rating\", \"group_value\"], \"rows\": [{\"rating\": \"TV-MA\", \"group_value\": 6467434}, {\"rating\": \"TV-14\", \"group_value\": 4349496}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ecf833a4eeb9996ccf5fcd75746c7e9f5ef979d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:44:04.125011+00:00", + "ended_at": "2026-05-19T15:44:13.739655+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_7a2975b1c8e205ce", + "problem_id": "v2p_c17_df67fb8dfff19409", + "dataset_id": "c17", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=rating, measure_col=release_year.", + "bindings": { + "group_col": "rating", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7a2975b1c8e205ce.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_7a2975b1c8e205ce", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 15232, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9604.03, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/conversation.jsonl", + "note": "Executed through a local 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_7a2975b1c8e205ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bc57e08b8ae151f87b8620fc15ecf59520597fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:13.731946+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": 9604.03, "started_at": "2026-05-19T15:44:04.127160+00:00", "ended_at": "2026-05-19T15:44:13.731208+00:00", "prompt_metrics": {"chars": 9728, "bytes_utf8": 9730, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 451, "reasoning_output_tokens": 291}, "stderr_preview": "", "stdout_preview": "{\"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 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\":\"Used the requested template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to INTEGER so SUM is SQLite-compatible and numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1da9d59a693449045050a174222ae028a7017233 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_7a2975b1c8e205ce", + "api_calls": 0, + "input_tokens": 14781, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 15232, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9604.03, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_7a2975b1c8e205ce/cli/conversation.jsonl", + "note": "Executed through a local 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_814c15841852d542/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d6393246a436a18a54d041d080e9427aa910fff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9602, "bytes_utf8": 9604, "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": 843, "bytes_utf8": 843, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14766, "cached_input_tokens": 13696, "output_tokens": 738, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e4184baa0115d35baabbac6e577311aefeee837 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_814c15841852d542", + "api_calls": 0, + "input_tokens": 14766, + "cached_input_tokens": 13696, + "output_tokens": 738, + "total_tokens": 15504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20997.4, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/conversation.jsonl", + "note": "Executed through a local 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_814c15841852d542/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dff2bf266380152772b6f99560d83cf8ba64e5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:37.387971+00:00", + "ended_at": "2026-05-19T15:33:58.385459+00:00", + "elapsed_ms": 20997.4, + "prompt_metrics": { + "chars": 9602, + "bytes_utf8": 9604, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1909, + "bytes_utf8": 1909, + "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": 843, + "bytes_utf8": 843, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14766, + "cached_input_tokens": 13696, + "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_814c15841852d542/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e44dc4d62aa30d17fd310796680ceff1ae41c55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/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": "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": 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_814c15841852d542/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..893c0a7bbaa2ca2e8a58dc9340971c371a32bb8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40df-0300-77f0-a695-d670cb7dab97"} +{"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 1990513, Requested 15401. Please try again in 177ms. 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 1993744, Requested 15401. Please try again in 274ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"release_year\\\" AS \\\"group_col\\\",\\n \\\"release_year\\\" AS \\\"item_col\\\",\\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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"release_year\\\", \\\"release_year\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applied the requested template with group_col=item_col=measure_col bound to release_year. CAST is used because SQLite schema stores release_year as TEXT. With these bindings, each group contains only its own release_year item, so share_within_group will be 100.0 for each non-empty release_year.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14766,"cached_input_tokens":13696,"output_tokens":738,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f989e482955417fd85ef9e18cefea1c2bb53ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"release_year\" AS \"group_col\",\n \"release_year\" AS \"item_col\",\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\"\nWHERE \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"release_year\", \"release_year\"\nORDER BY \"share_within_group\" DESC\nLIMIT 15;","notes":"Applied the requested template with group_col=item_col=measure_col bound to release_year. CAST is used because SQLite schema stores release_year as TEXT. With these bindings, each group contains only its own release_year item, so share_within_group will be 100.0 for each non-empty release_year."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/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_814c15841852d542/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e049f7ac5b39781b738285ce517fb40044dd5efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"release_year\" AS \"group_col\",\n \"release_year\" AS \"item_col\",\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\"\nWHERE \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\nGROUP BY \"release_year\", \"release_year\"\nORDER BY \"share_within_group\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"release_year\\\" AS \\\"group_col\\\",\\n \\\"release_year\\\" AS \\\"item_col\\\",\\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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"release_year\\\", \\\"release_year\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\", \"columns\": [\"group_col\", \"item_col\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"group_col\": \"1925\", \"item_col\": \"1925\", \"total_measure\": 1925.0, \"share_within_group\": 100.0}, {\"group_col\": \"1942\", \"item_col\": \"1942\", \"total_measure\": 3884.0, \"share_within_group\": 100.0}, {\"group_col\": \"1943\", \"item_col\": \"1943\", \"total_measure\": 5829.0, \"share_within_group\": 100.0}, {\"group_col\": \"1944\", \"item_col\": \"1944\", \"total_measure\": 5832.0, \"share_within_group\": 100.0}, {\"group_col\": \"1945\", \"item_col\": \"1945\", \"total_measure\": 7780.0, \"share_within_group\": 100.0}, {\"group_col\": \"1946\", \"item_col\": \"1946\", \"total_measure\": 3892.0, \"share_within_group\": 100.0}, {\"group_col\": \"1947\", \"item_col\": \"1947\", \"total_measure\": 1947.0, \"share_within_group\": 100.0}, {\"group_col\": \"1954\", \"item_col\": \"1954\", \"total_measure\": 3908.0, \"share_within_group\": 100.0}, {\"group_col\": \"1955\", \"item_col\": \"1955\", \"total_measure\": 5865.0, \"share_within_group\": 100.0}, {\"group_col\": \"1956\", \"item_col\": \"1956\", \"total_measure\": 3912.0, \"share_within_group\": 100.0}, {\"group_col\": \"1958\", \"item_col\": \"1958\", \"total_measure\": 5874.0, \"share_within_group\": 100.0}, {\"group_col\": \"1959\", \"item_col\": \"1959\", \"total_measure\": 1959.0, \"share_within_group\": 100.0}, {\"group_col\": \"1960\", \"item_col\": \"1960\", \"total_measure\": 7840.0, \"share_within_group\": 100.0}, {\"group_col\": \"1961\", \"item_col\": \"1961\", \"total_measure\": 1961.0, \"share_within_group\": 100.0}, {\"group_col\": \"1962\", \"item_col\": \"1962\", \"total_measure\": 5886.0, \"share_within_group\": 100.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7fd2cf5a91265f2eb958b82098afeeaf3ddeea86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:33:37.383236+00:00", + "ended_at": "2026-05-19T15:33:58.401339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_814c15841852d542", + "problem_id": "v2p_c17_6391509dc5cdb4aa", + "dataset_id": "c17", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=release_year, measure_col=release_year.", + "bindings": { + "group_col": "release_year", + "measure_col": "release_year", + "item_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": 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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_814c15841852d542.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_814c15841852d542", + "api_calls": 0, + "input_tokens": 14766, + "cached_input_tokens": 13696, + "output_tokens": 738, + "total_tokens": 15504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20997.4, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_814c15841852d542/cli/conversation.jsonl", + "note": "Executed through a local 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_83518fc4c2a17489/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..373de6a6c2b0f2e311d2a8199a35b991846571a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/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": 668, "bytes_utf8": 668, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 13696, "output_tokens": 439, "reasoning_output_tokens": 268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21b8e1380cf523b631e0649953a76d14b020fedf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_83518fc4c2a17489", + "api_calls": 0, + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 439, + "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": 14216.99, + "sql_execution_elapsed_ms_total": 12.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/conversation.jsonl", + "note": "Executed through a local 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_83518fc4c2a17489/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25846594f324613ac769e7bf2ab21a650eb9f8a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:39.702401+00:00", + "ended_at": "2026-05-19T15:42:53.919419+00:00", + "elapsed_ms": 14216.99, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1374, + "bytes_utf8": 1374, + "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": 668, + "bytes_utf8": 668, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14700, + "cached_input_tokens": 13696, + "output_tokens": 439, + "reasoning_output_tokens": 268 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_83518fc4c2a17489/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de4a49745ee74c09f07d88dc895a979bb05e8c09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/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": 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_83518fc4c2a17489/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e654162776f454633efca9f9121905d5bc22821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-498f-76f2-b82c-756f534aaebd"} +{"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 1986084, Requested 15335. Please try again in 42ms. 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\\n AND \\\"release_year\\\" <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with \\\"release_year\\\" as the measure column. Cast \\\"release_year\\\" to INTEGER for correct numeric ordering because the SQLite schema stores it as TEXT, and filtered out null/empty values before applying NTILE(10).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14700,"cached_input_tokens":13696,"output_tokens":439,"reasoning_output_tokens":268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e990fa4cece516f6ed24d1a37ba8403e54baee6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/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\n AND \"release_year\" <> ''\n)\nSELECT \"release_year\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"release_year\" AS INTEGER) DESC;","notes":"Used the Quantile Tail Slice template with \"release_year\" as the measure column. Cast \"release_year\" to INTEGER for correct numeric ordering because the SQLite schema stores it as TEXT, and filtered out null/empty values before applying NTILE(10)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83518fc4c2a17489/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_87098e4fe9754f19/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f9592bceb74b89bef09d50905917571b152f0d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"duration": "1 Season", "support": 1793, "avg_response": 2016.58561070831}, {"duration": "2 Seasons", "support": 425, "avg_response": 2017.270588235294}, {"duration": "3 Seasons", "support": 199, "avg_response": 2017.7085427135678}, {"duration": "90 min", "support": 152, "avg_response": 2014.9868421052631}, {"duration": "97 min", "support": 146, "avg_response": 2014.0068493150684}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20233006daa94e0de44e6c279b06d020f786c5a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_87098e4fe9754f19 +-- problem_id: v2p_c17_c8b13846443d8eb6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc27c0863762753964eeac52694ea5553fe8e76e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/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: c17\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c17_87098e4fe9754f19\n-- problem_id: v2p_c17_c8b13846443d8eb6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"release_year\") AS avg_response\nFROM \"c17\"\nGROUP BY \"duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c17_87098e4fe9754f19\\n-- problem_id: v2p_c17_c8b13846443d8eb6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"release_year\\\") AS avg_response\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"1 Season\", \"support\": 1793, \"avg_response\": 2016.58561070831}, {\"duration\": \"2 Seasons\", \"support\": 425, \"avg_response\": 2017.270588235294}, {\"duration\": \"3 Seasons\", \"support\": 199, \"avg_response\": 2017.7085427135678}, {\"duration\": \"90 min\", \"support\": 152, \"avg_response\": 2014.9868421052631}, {\"duration\": \"97 min\", \"support\": 146, \"avg_response\": 2014.0068493150684}, {\"duration\": \"93 min\", \"support\": 146, \"avg_response\": 2012.8150684931506}, {\"duration\": \"94 min\", \"support\": 146, \"avg_response\": 2012.5068493150684}, {\"duration\": \"91 min\", \"support\": 144, \"avg_response\": 2014.5833333333333}, {\"duration\": \"95 min\", \"support\": 137, \"avg_response\": 2013.978102189781}, {\"duration\": \"96 min\", \"support\": 130, \"avg_response\": 2013.7692307692307}, {\"duration\": \"92 min\", \"support\": 129, \"avg_response\": 2015.139534883721}, {\"duration\": \"102 min\", \"support\": 122, \"avg_response\": 2014.483606557377}, {\"duration\": \"98 min\", \"support\": 120, \"avg_response\": 2013.9666666666667}, {\"duration\": \"99 min\", \"support\": 118, \"avg_response\": 2013.957627118644}, {\"duration\": \"88 min\", \"support\": 116, \"avg_response\": 2014.0}, {\"duration\": \"101 min\", \"support\": 116, \"avg_response\": 2012.3275862068965}, {\"duration\": \"103 min\", \"support\": 114, \"avg_response\": 2012.7105263157894}, {\"duration\": \"106 min\", \"support\": 111, \"avg_response\": 2013.5495495495495}, {\"duration\": \"100 min\", \"support\": 108, \"avg_response\": 2014.2685185185185}, {\"duration\": \"89 min\", \"support\": 106, \"avg_response\": 2013.2735849056603}, {\"duration\": \"104 min\", \"support\": 104, \"avg_response\": 2012.1634615384614}, {\"duration\": \"86 min\", \"support\": 103, \"avg_response\": 2015.116504854369}, {\"duration\": \"87 min\", \"support\": 101, \"avg_response\": 2015.6732673267327}, {\"duration\": \"105 min\", \"support\": 101, \"avg_response\": 2014.019801980198}, {\"duration\": \"107 min\", \"support\": 98, \"avg_response\": 2015.265306122449}, {\"duration\": \"110 min\", \"support\": 97, \"avg_response\": 2014.4845360824743}, {\"duration\": \"4 Seasons\", \"support\": 95, \"avg_response\": 2015.9052631578948}, {\"duration\": \"108 min\", \"support\": 87, \"avg_response\": 2011.712643678161}, {\"duration\": \"116 min\", \"support\": 80, \"avg_response\": 2011.2125}, {\"duration\": \"112 min\", \"support\": 74, \"avg_response\": 2011.7162162162163}, {\"duration\": \"85 min\", \"support\": 73, \"avg_response\": 2012.8082191780823}, {\"duration\": \"113 min\", \"support\": 69, \"avg_response\": 2014.376811594203}, {\"duration\": \"109 min\", \"support\": 69, \"avg_response\": 2013.4057971014493}, {\"duration\": \"111 min\", \"support\": 68, \"avg_response\": 2013.1323529411766}, {\"duration\": \"84 min\", \"support\": 67, \"avg_response\": 2013.9701492537313}, {\"duration\": \"5 Seasons\", \"support\": 65, \"avg_response\": 2016.2}, {\"duration\": \"83 min\", \"support\": 65, \"avg_response\": 2014.6615384615384}, {\"duration\": \"118 min\", \"support\": 65, \"avg_response\": 2012.8923076923077}, {\"duration\": \"119 min\", \"support\": 63, \"avg_response\": 2012.968253968254}, {\"duration\": \"81 min\", \"support\": 62, \"avg_response\": 2014.1774193548388}, {\"duration\": \"115 min\", \"support\": 61, \"avg_response\": 2013.639344262295}, {\"duration\": \"117 min\", \"support\": 61, \"avg_response\": 2012.9344262295083}, {\"duration\": \"114 min\", \"support\": 56, \"avg_response\": 2013.0357142857142}, {\"duration\": \"120 min\", \"support\": 56, \"avg_response\": 2011.1964285714287}, {\"duration\": \"121 min\", \"support\": 54, \"avg_response\": 2011.388888888889}, {\"duration\": \"82 min\", \"support\": 52, \"avg_response\": 2012.6346153846155}, {\"duration\": \"124 min\", \"support\": 52, \"avg_response\": 2011.6923076923076}, {\"duration\": \"127 min\", \"support\": 48, \"avg_response\": 2009.9375}, {\"duration\": \"78 min\", \"support\": 45, \"avg_response\": 2015.4}, {\"duration\": \"122 min\", \"support\": 45, \"avg_response\": 2013.6888888888889}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f382e7ab7e1e12b0c1e93b3f4143ea253ef5477b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_87098e4fe9754f19/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:03:15.520612+00:00", + "ended_at": "2026-05-19T16:03:15.526591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_87098e4fe9754f19", + "problem_id": "v2p_c17_c8b13846443d8eb6", + "dataset_id": "c17", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=release_year, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "release_year", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_87098e4fe9754f19.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/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a260ca82e7d1bbef887cb44c0ba1dc6ae848464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/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": 900, "bytes_utf8": 900, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 12032, "output_tokens": 1167, "reasoning_output_tokens": 900}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e0e362b29a874fe21029fd9f21d6809455e5665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_8e94c906ee91a3e0", + "api_calls": 0, + "input_tokens": 14783, + "cached_input_tokens": 12032, + "output_tokens": 1167, + "total_tokens": 15950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25456.24, + "sql_execution_elapsed_ms_total": 14.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/conversation.jsonl", + "note": "Executed through a local 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_8e94c906ee91a3e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33ec91188f5f97cb7b8130c91e8e5a1b2463c1c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:06.772775+00:00", + "ended_at": "2026-05-19T15:43:32.229057+00:00", + "elapsed_ms": 25456.24, + "prompt_metrics": { + "chars": 9727, + "bytes_utf8": 9729, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1365, + "bytes_utf8": 1365, + "lines": 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": 14783, + "cached_input_tokens": 12032, + "output_tokens": 1167, + "reasoning_output_tokens": 900 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8e94c906ee91a3e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..080798f989bd645ce1b884d474c9a47971734dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/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": 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": "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_8e94c906ee91a3e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87ac442dafd79c9fc9c48f77827c821a8947fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-b311-7bc1-bae5-d2039f1330f3"} +{"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 \\\"type\\\",\\n SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"group_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 GROUP BY \\\"type\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n \\\"g\\\".\\\"type\\\",\\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 Relative-to-Total Extreme Threshold template with group_col=type and measure_col=release_year. Cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema, and filtered null/blank values for a stable aggregation view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14783,"cached_input_tokens":12032,"output_tokens":1167,"reasoning_output_tokens":900}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a2cf58d322291579561dd68f45720f9b9e71cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"type\",\n SUM(CAST(\"release_year\" AS INTEGER)) AS \"group_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 GROUP BY \"type\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n \"g\".\"type\",\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 Relative-to-Total Extreme Threshold template with group_col=type and measure_col=release_year. Cast \"release_year\" to INTEGER because it is stored as TEXT in the schema, and filtered null/blank values for a stable aggregation view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8e94c906ee91a3e0/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_9c31d94a1bec8f65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3ff82ec9e66fe3041603ea4ee62d0e519e5317d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/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": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14855, "cached_input_tokens": 13696, "output_tokens": 500, "reasoning_output_tokens": 330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ea123d7a460d34843eff12a431fcb662322676 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_9c31d94a1bec8f65", + "api_calls": 0, + "input_tokens": 14855, + "cached_input_tokens": 13696, + "output_tokens": 500, + "total_tokens": 15355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16006.21, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/conversation.jsonl", + "note": "Executed through a local 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_9c31d94a1bec8f65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa5018d1c1ca2db25a332cc0e89f580df776b6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:06.220884+00:00", + "ended_at": "2026-05-19T15:38:22.227116+00:00", + "elapsed_ms": 16006.21, + "prompt_metrics": { + "chars": 9989, + "bytes_utf8": 9991, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 985, + "bytes_utf8": 985, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 624, + "bytes_utf8": 624, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14855, + "cached_input_tokens": 13696, + "output_tokens": 500, + "reasoning_output_tokens": 330 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9c31d94a1bec8f65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e946b8ecbc3617659f88b58c91d98ece81e1292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/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": 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": "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_9c31d94a1bec8f65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae7e3e4f486d1f53329bfd9e322d54300b1ef682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-1cff-7902-91d8-c78ed99ada88"} +{"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; years with no TV Show rows yield NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14855,"cached_input_tokens":13696,"output_tokens":500,"reasoning_output_tokens":330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..117f436a8905b0798f524a352eb4e36111df329b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/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; years with no TV Show rows yield 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_9c31d94a1bec8f65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/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_9c31d94a1bec8f65/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..156bb2b3b418e5f653e4ea60a3a47039c4d406ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type. +Result preview: [{"release_year": "1991", "condition_ratio": 16.0}, {"release_year": "1989", "condition_ratio": 15.0}, {"release_year": "1981", "condition_ratio": 12.0}, {"release_year": "1995", "condition_ratio": 11.5}, {"release_year": "1979", "condition_ratio": 10.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b687c82bdb780a7853889a19d8a177ba51d8b25e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- 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_c17_9c31d94a1bec8f65 +-- problem_id: v2p_c17_5317f780ca433f71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "release_year" +) +SELECT "release_year", + 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/c17/artifacts/v2q_c17_9c31d94a1bec8f65/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5943e92f851bef5c7a5632ead16654789e6f1cdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"release_year\", \"condition_ratio\"], \"rows\": [{\"release_year\": \"1991\", \"condition_ratio\": 16.0}, {\"release_year\": \"1989\", \"condition_ratio\": 15.0}, {\"release_year\": \"1981\", \"condition_ratio\": 12.0}, {\"release_year\": \"1995\", \"condition_ratio\": 11.5}, {\"release_year\": \"1979\", \"condition_ratio\": 10.0}, {\"release_year\": \"1994\", \"condition_ratio\": 10.0}, {\"release_year\": \"1985\", \"condition_ratio\": 9.0}, {\"release_year\": \"1997\", \"condition_ratio\": 8.5}, {\"release_year\": \"2000\", \"condition_ratio\": 8.25}, {\"release_year\": \"1988\", \"condition_ratio\": 8.0}, {\"release_year\": \"1998\", \"condition_ratio\": 8.0}, {\"release_year\": \"2001\", \"condition_ratio\": 8.0}, {\"release_year\": \"1996\", \"condition_ratio\": 7.0}, {\"release_year\": \"1992\", \"condition_ratio\": 6.666666666666667}, {\"release_year\": \"1990\", \"condition_ratio\": 6.333333333333333}, {\"release_year\": \"2002\", \"condition_ratio\": 6.285714285714286}, {\"release_year\": \"2004\", \"condition_ratio\": 6.111111111111111}, {\"release_year\": \"1974\", \"condition_ratio\": 6.0}, {\"release_year\": \"1977\", \"condition_ratio\": 6.0}, {\"release_year\": \"1993\", \"condition_ratio\": 6.0}, {\"release_year\": \"2006\", \"condition_ratio\": 5.857142857142857}, {\"release_year\": \"1986\", \"condition_ratio\": 5.5}, {\"release_year\": \"2007\", \"condition_ratio\": 5.285714285714286}, {\"release_year\": \"2005\", \"condition_ratio\": 5.153846153846154}, {\"release_year\": \"2003\", \"condition_ratio\": 5.1}, {\"release_year\": \"2008\", \"condition_ratio\": 4.913043478260869}, {\"release_year\": \"1999\", \"condition_ratio\": 4.571428571428571}, {\"release_year\": \"1967\", \"condition_ratio\": 4.0}, {\"release_year\": \"1972\", \"condition_ratio\": 4.0}, {\"release_year\": \"2010\", \"condition_ratio\": 3.85}, {\"release_year\": \"2011\", \"condition_ratio\": 3.625}, {\"release_year\": \"2013\", \"condition_ratio\": 3.5714285714285716}, {\"release_year\": \"2009\", \"condition_ratio\": 3.4705882352941178}, {\"release_year\": \"1945\", \"condition_ratio\": 3.0}, {\"release_year\": \"2014\", \"condition_ratio\": 3.0}, {\"release_year\": \"2017\", \"condition_ratio\": 2.8943396226415095}, {\"release_year\": \"2012\", \"condition_ratio\": 2.703125}, {\"release_year\": \"2016\", \"condition_ratio\": 2.69672131147541}, {\"release_year\": \"2015\", \"condition_ratio\": 2.45679012345679}, {\"release_year\": \"2018\", \"condition_ratio\": 2.018421052631579}, {\"release_year\": \"2019\", \"condition_ratio\": 1.5944584382871536}, {\"release_year\": \"2020\", \"condition_ratio\": 1.1857798165137614}, {\"release_year\": \"1946\", \"condition_ratio\": 1.0}, {\"release_year\": \"1963\", \"condition_ratio\": 1.0}, {\"release_year\": \"2021\", \"condition_ratio\": 0.8793650793650793}, {\"release_year\": \"1925\", \"condition_ratio\": 0.0}, {\"release_year\": \"1942\", \"condition_ratio\": null}, {\"release_year\": \"1943\", \"condition_ratio\": null}, {\"release_year\": \"1944\", \"condition_ratio\": null}, {\"release_year\": \"1947\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae8a2f41eeda5d9918c2163df4a6c5d9c18b576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:38:06.218341+00:00", + "ended_at": "2026-05-19T15:38:22.237210+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_9c31d94a1bec8f65", + "problem_id": "v2p_c17_5317f780ca433f71", + "dataset_id": "c17", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9c31d94a1bec8f65.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9c31d94a1bec8f65", + "api_calls": 0, + "input_tokens": 14855, + "cached_input_tokens": 13696, + "output_tokens": 500, + "total_tokens": 15355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16006.21, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/conversation.jsonl", + "note": "Executed through a local 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_9c31d94a1bec8f65/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd2f08bccdf9f171df26469de45061e9794ebdba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:22.228143+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": 16006.21, "started_at": "2026-05-19T15:38:06.220884+00:00", "ended_at": "2026-05-19T15:38:22.227116+00:00", "prompt_metrics": {"chars": 9989, "bytes_utf8": 9991, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14855, "cached_input_tokens": 13696, "output_tokens": 500, "reasoning_output_tokens": 330}, "stderr_preview": "", "stdout_preview": "{\"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; years with no TV Show rows yield NULL via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03977d674af819222e3e85915911d2d331618698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_9c31d94a1bec8f65", + "api_calls": 0, + "input_tokens": 14855, + "cached_input_tokens": 13696, + "output_tokens": 500, + "total_tokens": 15355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16006.21, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9c31d94a1bec8f65/cli/conversation.jsonl", + "note": "Executed through a local 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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a619c95f858e8b55cb398530f598ca5367bdef57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year. +Result preview: [{"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..221f13f6f0452a6ca11b5d16b80be7ae638b595e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_a82110dff834939e +-- problem_id: v2p_c17_d1a1aef2ad933227 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("release_year" AS INTEGER) AS "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +) +SELECT "release_year" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "release_year" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b340f63710d555a4926c57b3261f3208106712b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"release_year\"], \"rows\": [{\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77e9a682f84daf3c169fd4ef7136a13007ed9870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:41:05.440038+00:00", + "ended_at": "2026-05-19T15:41:17.571219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_a82110dff834939e", + "problem_id": "v2p_c17_d1a1aef2ad933227", + "dataset_id": "c17", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82110dff834939e.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f61d86222af17f72f0848faeddd937a52a72e22b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:17.537330+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": 12091.52, "started_at": "2026-05-19T15:41:05.444167+00:00", "ended_at": "2026-05-19T15:41:17.535725+00:00", "prompt_metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 238, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ad049599b2fa74628c74d66123bf131b31a27fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a82110dff834939e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_ae8e0e60e86bfe1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72fa420dad2c19b81ccca8b42dd0bca0db0090ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9580, "bytes_utf8": 9582, "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": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 12032, "output_tokens": 1139, "reasoning_output_tokens": 971}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3d476faa563d2cb46fdf55c8a51321282b253a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_ae8e0e60e86bfe1b", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 1139, + "total_tokens": 15901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20329.03, + "sql_execution_elapsed_ms_total": 49.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/conversation.jsonl", + "note": "Executed through a local 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_ae8e0e60e86bfe1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91180e7609c7c37c14f9b24658b0909e107f3025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:16.092188+00:00", + "ended_at": "2026-05-19T15:35:36.421247+00:00", + "elapsed_ms": 20329.03, + "prompt_metrics": { + "chars": 9580, + "bytes_utf8": 9582, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1016, + "bytes_utf8": 1016, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 628, + "bytes_utf8": 628, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 12032, + "output_tokens": 1139, + "reasoning_output_tokens": 971 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ae8e0e60e86bfe1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..469973829f7108099cfdd11af79abb85d6dd3e9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/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": "description", + "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}, {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_ae8e0e60e86bfe1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8474cf987caa07a0a28941d7c5c95597f143d6f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-848c-7132-9956-1863853641d8"} +{"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(\\\"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\\\", \\\"description\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"type\\\", item_col=\\\"description\\\", and measure_col=\\\"release_year\\\". \\\"release_year\\\" was cast to INTEGER for SQLite aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":12032,"output_tokens":1139,"reasoning_output_tokens":971}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38202b98cab9836a5afc1d347d855aa09d3b90d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/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(\"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\", \"description\"\nORDER BY share_within_group DESC\nLIMIT 18;","notes":"Used the planned template with bound roles group_col=\"type\", item_col=\"description\", and measure_col=\"release_year\". \"release_year\" was cast to INTEGER for SQLite aggregation 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_ae8e0e60e86bfe1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e0e60e86bfe1b/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/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40fdefd9b6662c2c2947cb6ce308448de1037016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/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": 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}, 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_ae8e82cd947f4842/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a039ca0ca9765109f2b58b8d399ff3797eeb202d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ae8e82cd947f4842/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-bc0d-7d82-a473-33cbb25a2f45"} +{"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 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.\"}"}} +{"type":"turn.completed","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_b498594ac1526c0b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..071abebc620f53ad6c052e5462ed5b3eb5d3c104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/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": 772, "bytes_utf8": 772, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 730, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edce2248d4e7e3db4937d8b6297664e7b5bf8aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_b498594ac1526c0b", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 730, + "total_tokens": 15413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16175.97, + "sql_execution_elapsed_ms_total": 24.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/conversation.jsonl", + "note": "Executed through a local 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_b498594ac1526c0b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1268b60fd556f2b22b2dde7c2626c948c6a85374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:30.471888+00:00", + "ended_at": "2026-05-19T15:47:46.647901+00:00", + "elapsed_ms": 16175.97, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9351, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1185, + "bytes_utf8": 1185, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 772, + "bytes_utf8": 772, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 730, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f0272b33816ace9cea5a90b91dd04e240eb1c23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/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": 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},\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_b498594ac1526c0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7188f2434bc82f9ec163e509764a79cb0a8818c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-b998-7c21-be75-0157f1cb1a31"} +{"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 \\\"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 \\\"cd\\\"\\n FROM \\\"c17\\\"\\n WHERE \\\"release_year\\\" IS NOT NULL\\n AND \\\"release_year\\\" <> ''\\n)\\nSELECT\\n \\\"type\\\",\\n MIN(\\\"release_year_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.9\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest release_year value within each type whose cumulative distribution reaches 0.9, preserving the grouped percentile-point intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":730,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6441141b75af67f173cda3e79d539a239edf3dd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/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 \"cd\"\n FROM \"c17\"\n WHERE \"release_year\" IS NOT NULL\n AND \"release_year\" <> ''\n)\nSELECT\n \"type\",\n MIN(\"release_year_num\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.9\nGROUP BY \"type\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest release_year value within each type whose cumulative distribution reaches 0.9, preserving the grouped percentile-point intent."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/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_b498594ac1526c0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04311ea1436e6c1159b59c0cd668c80a8f4c9703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:47:30.467208+00:00", + "ended_at": "2026-05-19T15:47:46.675407+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_b498594ac1526c0b", + "problem_id": "v2p_c17_e7c1cf15770500da", + "dataset_id": "c17", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=type, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b498594ac1526c0b.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b498594ac1526c0b", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 730, + "total_tokens": 15413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16175.97, + "sql_execution_elapsed_ms_total": 24.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/conversation.jsonl", + "note": "Executed through a local 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_b498594ac1526c0b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fa298502591daf7c0b9bf1b5556df3e1e2960cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b498594ac1526c0b", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 730, + "total_tokens": 15413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16175.97, + "sql_execution_elapsed_ms_total": 24.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b498594ac1526c0b/cli/conversation.jsonl", + "note": "Executed through a local 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_b4bbe8626fe1e628/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bd618e769054d3a5027e53279400ffc5bff083b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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": "2026-05-19T15:58:30.390094+00:00", + "ended_at": "2026-05-19T15:58:33.423238+00:00", + "elapsed_ms": 3033.12, + "returncode": 1, + "prompt_metrics": { + "chars": 9167, + "bytes_utf8": 9169, + "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_b4bbe8626fe1e628/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d634ecdc6aec0b57db2146a75b9dd6e94b0d5db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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": "2026-05-19T15:58:34.424743+00:00", + "ended_at": "2026-05-19T15:58:37.609884+00:00", + "elapsed_ms": 3185.11, + "returncode": 1, + "prompt_metrics": { + "chars": 9167, + "bytes_utf8": 9169, + "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_b4bbe8626fe1e628/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..602d8147c5962253f97b5810a68934d3284b6036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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": 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\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_b4bbe8626fe1e628/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..602d8147c5962253f97b5810a68934d3284b6036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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=release_year.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_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": "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_b4bbe8626fe1e628/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca6b7e34a0f745c8b0a41695aa46fd829a790d97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-cb04-7c10-9d7c-bd1c931ed9a8"} +{"type":"turn.started"} +{"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_b4bbe8626fe1e628/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea6718162e96ad8dfed8f93902005da311b739ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-cb04-7c10-9d7c-bd1c931ed9a8"} +{"type":"turn.started"} +{"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_b4bbe8626fe1e628/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44dbf3df27213a7e5c99e53021953494ef789c9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-dad7-7d93-a126-2dbe0c279783"} +{"type":"turn.started"} +{"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_b4bbe8626fe1e628/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5704e1251a6e438dddef96e2dd256e39ce620910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-dad7-7d93-a126-2dbe0c279783"} +{"type":"turn.started"} +{"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_b4bbe8626fe1e628/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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_b4bbe8626fe1e628/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/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_b4bbe8626fe1e628/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfd99b668d701385e4cd99eb75390883495bfc4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:58:30.387823+00:00", + "ended_at": "2026-05-19T15:58:37.610708+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_b4bbe8626fe1e628", + "problem_id": "v2p_c17_68db64eb0c91727e", + "dataset_id": "c17", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=release_year.", + "bindings": { + "group_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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b506671253b7a69a2c492dd6050948f1c7fdd65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b4bbe8626fe1e628/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:33.423923+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3033.12, "started_at": "2026-05-19T15:58:30.390094+00:00", "ended_at": "2026-05-19T15:58:33.423238+00:00", "prompt_metrics": {"chars": 9167, "bytes_utf8": 9169, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-cb04-7c10-9d7c-bd1c931ed9a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:37.610621+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3185.11, "started_at": "2026-05-19T15:58:34.424743+00:00", "ended_at": "2026-05-19T15:58:37.609884+00:00", "prompt_metrics": {"chars": 9167, "bytes_utf8": 9169, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-dad7-7d93-a126-2dbe0c279783\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d415e66dee2480675f5d9edbfd6162972200f86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/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": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 353, "reasoning_output_tokens": 248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a1e5c053d9cacc4242c43982cb2748c4f14105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_b567b884e500663a", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 353, + "total_tokens": 14998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24553.29, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/conversation.jsonl", + "note": "Executed through a local 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_b567b884e500663a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..305392b9a99fd272ee9689943596050e3b4994cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:47.782731+00:00", + "ended_at": "2026-05-19T15:31:12.336053+00:00", + "elapsed_ms": 24553.29, + "prompt_metrics": { + "chars": 9175, + "bytes_utf8": 9177, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2098, + "bytes_utf8": 2098, + "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": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 353, + "reasoning_output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..295a1feb4ec5d11d168478bcb7254d0f13febbc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/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": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_b567b884e500663a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ced140630857fb459eb3f952caa6dcf55282f89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dc-6c86-7e13-a7d9-ef3677c207d4"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15280. Please try again in 458ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1993523, Requested 15280. Please try again in 264ms. 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 1985797, Requested 15280. Please try again in 32ms. 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 1992789, Requested 15280. Please try again in 242ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"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-sum template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". CAST to INTEGER is included because the schema stores \\\"release_year\\\" as TEXT, while the task treats it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":353,"reasoning_output_tokens":248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55a850d543ea24f31e6d8029ac5ed026c5a35200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/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-sum template with group_col=\"rating\" and measure_col=\"release_year\". CAST to INTEGER is included because the schema stores \"release_year\" as TEXT, while the task treats it as numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/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_b567b884e500663a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..927933da89dca6d72c68c634c63227065a0faba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year. +Result preview: [{"rating": "TV-MA", "total_measure": 6467434}, {"rating": "TV-14", "total_measure": 4349496}, {"rating": "TV-PG", "total_measure": 1737676}, {"rating": "R", "total_measure": 1606367}, {"rating": "PG-13", "total_measure": 984564}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e415da780d381484cc1272730ec52e62c1317bbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_b567b884e500663a +-- problem_id: v2p_c17_b51f7cb92cf7d51d +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "rating" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6341e8da55928a87b991c219736c4912ff107b33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"rating\", \"total_measure\"], \"rows\": [{\"rating\": \"TV-MA\", \"total_measure\": 6467434}, {\"rating\": \"TV-14\", \"total_measure\": 4349496}, {\"rating\": \"TV-PG\", \"total_measure\": 1737676}, {\"rating\": \"R\", \"total_measure\": 1606367}, {\"rating\": \"PG-13\", \"total_measure\": 984564}, {\"rating\": \"TV-Y7\", \"total_measure\": 673180}, {\"rating\": \"TV-Y\", \"total_measure\": 619268}, {\"rating\": \"PG\", \"total_measure\": 576419}, {\"rating\": \"TV-G\", \"total_measure\": 443464}, {\"rating\": \"NR\", \"total_measure\": 160873}, {\"rating\": \"G\", \"total_measure\": 81910}, {\"rating\": \"TV-Y7-FV\", \"total_measure\": 12089}, {\"rating\": \"\", \"total_measure\": 8060}, {\"rating\": \"NC-17\", \"total_measure\": 6045}, {\"rating\": \"UR\", \"total_measure\": 5998}, {\"rating\": \"74 min\", \"total_measure\": 2017}, {\"rating\": \"66 min\", \"total_measure\": 2015}, {\"rating\": \"84 min\", \"total_measure\": 2010}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c51393de1806ee53992c8779e421602c2cd7a0ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:30:47.779011+00:00", + "ended_at": "2026-05-19T15:31:12.343861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_b567b884e500663a", + "problem_id": "v2p_c17_b51f7cb92cf7d51d", + "dataset_id": "c17", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b567b884e500663a.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b567b884e500663a", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 353, + "total_tokens": 14998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24553.29, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/conversation.jsonl", + "note": "Executed through a local 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_b567b884e500663a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5569c2478fab490b92a6582a45a8cc992c2cb92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:12.336848+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": 24553.29, "started_at": "2026-05-19T15:30:47.782731+00:00", "ended_at": "2026-05-19T15:31:12.336053+00:00", "prompt_metrics": {"chars": 9175, "bytes_utf8": 9177, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 353, "reasoning_output_tokens": 248}, "stderr_preview": "", "stdout_preview": "{\"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-sum template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". CAST to INTEGER is included because the schema stores \\\"release_year\\\" as TEXT, while the task treats it as numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..598753063c6c72ee37b11b58152937aba02cd606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_b567b884e500663a", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 353, + "total_tokens": 14998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24553.29, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b567b884e500663a/cli/conversation.jsonl", + "note": "Executed through a local 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_b61994d3dacc9c9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac5665a1b18be788929cad0c97fb907183d27222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/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": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14647, "cached_input_tokens": 12032, "output_tokens": 375, "reasoning_output_tokens": 262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72957475173a53ae34964c90753d76a6c86cfdc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_b61994d3dacc9c9c", + "api_calls": 0, + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 375, + "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": 8719.99, + "sql_execution_elapsed_ms_total": 11.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/conversation.jsonl", + "note": "Executed through a local 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_b61994d3dacc9c9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c303a589580e1bb4afdc9ff4c24f8a85b349a72e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:11.330306+00:00", + "ended_at": "2026-05-19T15:30:20.050333+00:00", + "elapsed_ms": 8719.99, + "prompt_metrics": { + "chars": 9188, + "bytes_utf8": 9190, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 810, + "bytes_utf8": 810, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14647, + "cached_input_tokens": 12032, + "output_tokens": 375, + "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_b61994d3dacc9c9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b74a17d5c084b947ad01aef0d4945df97bcf612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/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": 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": 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_b61994d3dacc9c9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0a2d57c40a04d2e8051658977b57a2833b212f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-de04-7132-9f7d-4fd2f36e29e2"} +{"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 requested Grouped Numeric Sum template with group_col and measure_col both bound to \\\"release_year\\\". Used CAST(... AS INTEGER) because the SQLite schema stores \\\"release_year\\\" as TEXT, while the measure role is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14647,"cached_input_tokens":12032,"output_tokens":375,"reasoning_output_tokens":262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf53e130ec3c6708a26d81a1038988ca2143709f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/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 requested Grouped Numeric Sum template with group_col and measure_col both bound to \"release_year\". Used CAST(... AS INTEGER) because the SQLite schema stores \"release_year\" as TEXT, while the measure role is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b61994d3dacc9c9c/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_ba27f68317157bd2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a02083d0d768b27d0a7771b52172244bb47b8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total_rows": 8807, "missing_rows": 0, "missing_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_ba27f68317157bd2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49332c53ad3c50a14bf742a9377857234b981d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_ba27f68317157bd2 +-- problem_id: v2p_c17_070b7e64ef5f6c19 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "cast" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "cast" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e70065b841c7ea1a7ec4282cd001f480461741e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/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: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_c17_ba27f68317157bd2\n-- problem_id: v2p_c17_070b7e64ef5f6c19\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"cast\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"cast\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\";", "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: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_c17_ba27f68317157bd2\\n-- problem_id: v2p_c17_070b7e64ef5f6c19\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"cast\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"cast\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 8807, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cde732b1c43e7f667633cd70c9887a28ac6dc915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:03:15.300319+00:00", + "ended_at": "2026-05-19T16:03:15.303357+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_ba27f68317157bd2", + "problem_id": "v2p_c17_070b7e64ef5f6c19", + "dataset_id": "c17", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=cast.", + "bindings": { + "missing_col": "cast" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ba27f68317157bd2.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/c17/artifacts/v2q_c17_ba27f68317157bd2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ba27f68317157bd2/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/c17/artifacts/v2q_c17_baa18092215896a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..481c121fc223f8616c54617a07c38546768f8510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9595, "bytes_utf8": 9597, "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": 871, "bytes_utf8": 871, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14765, "cached_input_tokens": 13696, "output_tokens": 748, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8300f1110595b4d9fe614951c56f56937ff5e38e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_baa18092215896a6", + "api_calls": 0, + "input_tokens": 14765, + "cached_input_tokens": 13696, + "output_tokens": 748, + "total_tokens": 15513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22275.09, + "sql_execution_elapsed_ms_total": 15.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/conversation.jsonl", + "note": "Executed through a local 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_baa18092215896a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a856c54b7fde6a25dfa595eb40019c9ad82cd659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:15.085595+00:00", + "ended_at": "2026-05-19T15:33:37.360731+00:00", + "elapsed_ms": 22275.09, + "prompt_metrics": { + "chars": 9595, + "bytes_utf8": 9597, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1944, + "bytes_utf8": 1944, + "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": 871, + "bytes_utf8": 871, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14765, + "cached_input_tokens": 13696, + "output_tokens": 748, + "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_baa18092215896a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc55281e30f657230c716bbd09580d483c537f3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/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": "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}, {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_baa18092215896a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe73971e53b1e8be7cff7bb955176a65082b7c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-abd4-7833-a290-44aaeb5bcfb8"} +{"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 1996652, Requested 15400. Please try again in 361ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15400. 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_tpcds_within_group_share\\nSELECT\\n \\\"release_year\\\" AS \\\"release_year_group\\\",\\n \\\"release_year\\\" AS \\\"release_year_item\\\",\\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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"release_year\\\", \\\"release_year\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=item_col=measure_col bound to \\\"release_year\\\". CAST is applied because \\\"release_year\\\" is stored as TEXT in the schema. Since group and item are the same column, each group has a single item, so share_within_group will be 100 for each non-empty release_year.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14765,"cached_input_tokens":13696,"output_tokens":748,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7692bbaac5cae9503333ffe2e2f8ae4fe9363b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"release_year\" AS \"release_year_group\",\n \"release_year\" AS \"release_year_item\",\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\"\nWHERE \"release_year\" IS NOT NULL AND \"release_year\" <> ''\nGROUP BY \"release_year\", \"release_year\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the provided Within-Group Share of Total template with group_col=item_col=measure_col bound to \"release_year\". CAST is applied because \"release_year\" is stored as TEXT in the schema. Since group and item are the same column, each group has a single item, so share_within_group will be 100 for each non-empty release_year."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_baa18092215896a6/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_bdabb33f6cf90350/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3569437ab02789da0d9df38d87e5d1e444105d8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/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": 1881, "bytes_utf8": 1881, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1147, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7cfbe70b8f529571970f1c9e780aa8da3ada82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_bdabb33f6cf90350", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "total_tokens": 15830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19946.79, + "sql_execution_elapsed_ms_total": 51.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/conversation.jsonl", + "note": "Executed through a local 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_bdabb33f6cf90350/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..924069b8f25df32e7a922218df3ede83404e7d7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:14.241080+00:00", + "ended_at": "2026-05-19T15:52:34.187907+00:00", + "elapsed_ms": 19946.79, + "prompt_metrics": { + "chars": 9353, + "bytes_utf8": 9355, + "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": 1881, + "bytes_utf8": 1881, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "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_bdabb33f6cf90350/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f9f9aa32416308c70056b640010245f3da42ddb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/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": 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},\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_bdabb33f6cf90350/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd642fa953d8e352215f31ae3b323251f12ef25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0dad-7cf1-a05b-e4328e76202a"} +{"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 REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\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),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) < (((\\\"cnt\\\" - 1) * 0.95) + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"rating\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"rating\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"rating\\\" = p.\\\"rating\\\"\\n GROUP BY p.\\\"rating\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"rating\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per rating using window functions and linear interpolation on CAST(\\\"release_year\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":1147,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32203c78b6a7e7a7ab44446a741fba3542afa3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/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 REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"rating\"\n ORDER BY CAST(\"release_year\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"rating\") AS \"cnt\"\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),\n\"params\" AS (\n SELECT\n \"rating\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) < (((\"cnt\" - 1) * 0.95) + 1.0)\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"rating\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"rating\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"rating\" = p.\"rating\"\n GROUP BY p.\"rating\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"rating\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per rating using window functions and linear interpolation on CAST(\"release_year\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/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_bdabb33f6cf90350/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a03abeb7e786795e8cc4d9f667ed73093dc73e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=rating, measure_col=release_year. +Result preview: [{"rating": "TV-14", "percentile_measure": 2021.0}, {"rating": "TV-G", "percentile_measure": 2021.0}, {"rating": "TV-MA", "percentile_measure": 2021.0}, {"rating": "TV-PG", "percentile_measure": 2021.0}, {"rating": "TV-Y", "percentile_measure": 2021.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e663903b792d545b5ceaa0e2da52aab02538689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_bdabb33f6cf90350 +-- problem_id: v2p_c17_9be947cfd312065c +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "rating", + CAST("release_year" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "rating" + ORDER BY CAST("release_year" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "rating") AS "cnt" + FROM "c17" + WHERE "rating" IS NOT NULL + AND TRIM("rating") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +), +"params" AS ( + SELECT + "rating", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) < ((("cnt" - 1) * 0.95) + 1.0) + THEN CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + END AS "upper_rn" + FROM "ordered" + GROUP BY "rating", "cnt" +), +"bounds" AS ( + SELECT + p."rating", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value" + FROM "params" AS p + JOIN "ordered" AS o + ON o."rating" = p."rating" + GROUP BY p."rating", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "rating", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3814a5a788fdac897c85fbca2eb1465ed7d0d45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"rating\",\n CAST(\"release_year\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"rating\"\n ORDER BY CAST(\"release_year\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"rating\") AS \"cnt\"\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),\n\"params\" AS (\n SELECT\n \"rating\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) < (((\"cnt\" - 1) * 0.95) + 1.0)\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"rating\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"rating\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"rating\" = p.\"rating\"\n GROUP BY p.\"rating\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"rating\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n CAST(\\\"release_year\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\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),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) < (((\\\"cnt\\\" - 1) * 0.95) + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"rating\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"rating\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"rating\\\" = p.\\\"rating\\\"\\n GROUP BY p.\\\"rating\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"rating\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"rating\", \"percentile_measure\"], \"rows\": [{\"rating\": \"TV-14\", \"percentile_measure\": 2021.0}, {\"rating\": \"TV-G\", \"percentile_measure\": 2021.0}, {\"rating\": \"TV-MA\", \"percentile_measure\": 2021.0}, {\"rating\": \"TV-PG\", \"percentile_measure\": 2021.0}, {\"rating\": \"TV-Y\", \"percentile_measure\": 2021.0}, {\"rating\": \"TV-Y7\", \"percentile_measure\": 2021.0}, {\"rating\": \"PG\", \"percentile_measure\": 2020.0}, {\"rating\": \"PG-13\", \"percentile_measure\": 2020.0}, {\"rating\": \"R\", \"percentile_measure\": 2020.0}, {\"rating\": \"G\", \"percentile_measure\": 2018.0}, {\"rating\": \"NC-17\", \"percentile_measure\": 2017.6}, {\"rating\": \"TV-Y7-FV\", \"percentile_measure\": 2017.5}, {\"rating\": \"74 min\", \"percentile_measure\": 2017.0}, {\"rating\": \"NR\", \"percentile_measure\": 2016.0}, {\"rating\": \"UR\", \"percentile_measure\": 2015.2}, {\"rating\": \"66 min\", \"percentile_measure\": 2015.0}, {\"rating\": \"84 min\", \"percentile_measure\": 2010.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ac77d71f88a7c26d853197a85bf68786e21cb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:52:14.237759+00:00", + "ended_at": "2026-05-19T15:52:34.243503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_bdabb33f6cf90350", + "problem_id": "v2p_c17_9be947cfd312065c", + "dataset_id": "c17", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=rating, measure_col=release_year.", + "bindings": { + "group_col": "rating", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bdabb33f6cf90350.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_bdabb33f6cf90350", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "total_tokens": 15830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19946.79, + "sql_execution_elapsed_ms_total": 51.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/conversation.jsonl", + "note": "Executed through a local 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_bdabb33f6cf90350/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba96cbbed922319a12db65dba8e18ff0eeaf586b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:34.189376+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": 19946.79, "started_at": "2026-05-19T15:52:14.241080+00:00", "ended_at": "2026-05-19T15:52:34.187907+00:00", "prompt_metrics": {"chars": 9353, "bytes_utf8": 9355, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 1881, "bytes_utf8": 1881, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1147, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n CAST(\\\"release_year\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"rating\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"rating\\\") AS \\\"cnt\\\"\\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),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"rating\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) < (((\\\"cnt\\\" - 1) * 0.95) + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"rating\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"rati"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14ac7fee058de6aa7225025c1a843fc84f58a82b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_bdabb33f6cf90350", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "total_tokens": 15830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19946.79, + "sql_execution_elapsed_ms_total": 51.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bdabb33f6cf90350/cli/conversation.jsonl", + "note": "Executed through a local 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_bee08e4d45c69c46/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a99d6ca7a0b10303a0d8c89a76912692441160f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/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": 1086, "bytes_utf8": 1086, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 2527, "reasoning_output_tokens": 2216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99589bc03c81a8d0b072fa9327cc523e78d5b809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_bee08e4d45c69c46", + "api_calls": 0, + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2527, + "total_tokens": 17210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40011.04, + "sql_execution_elapsed_ms_total": 40.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/conversation.jsonl", + "note": "Executed through a local 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_bee08e4d45c69c46/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0603d4aee458527c52a46f0aa64899652123b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:49.960539+00:00", + "ended_at": "2026-05-19T15:53:29.971612+00:00", + "elapsed_ms": 40011.04, + "prompt_metrics": { + "chars": 9355, + "bytes_utf8": 9357, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1559, + "bytes_utf8": 1559, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1086, + "bytes_utf8": 1086, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14683, + "cached_input_tokens": 13696, + "output_tokens": 2527, + "reasoning_output_tokens": 2216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_bee08e4d45c69c46/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fa6731f839cee8c8e3c5fd5fb44bbdcd9aa1b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/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": 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},\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_bee08e4d45c69c46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d0eba5b890fe2d7eb500738ff7a60ce675b640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-9933-7282-ae27-7ec586cb80f1"} +{"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_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"duration\\\"\\n ORDER BY CAST(\\\"release_year\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"duration\\\") AS \\\"cnt\\\"\\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\\\"picked\\\" AS (\\n SELECT\\n \\\"duration\\\",\\n \\\"release_year_num\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n)\\nSELECT\\n \\\"duration\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"duration\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses an ordered-row discrete 90th-percentile approximation per \\\"duration\\\" on CAST(\\\"release_year\\\" AS INTEGER), while excluding blank values and requiring at least 5 rows per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14683,"cached_input_tokens":13696,"output_tokens":2527,"reasoning_output_tokens":2216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ddf9fd8b5d428efb2b0a2c4582d38bfcb9c771b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/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_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"duration\"\n ORDER BY CAST(\"release_year\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"duration\") AS \"cnt\"\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\"picked\" AS (\n SELECT\n \"duration\",\n \"release_year_num\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n)\nSELECT\n \"duration\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC,\n \"duration\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses an ordered-row discrete 90th-percentile approximation per \"duration\" on CAST(\"release_year\" AS INTEGER), while excluding blank values and requiring at least 5 rows per group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bee08e4d45c69c46/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_c2f5d44d89870b35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e33d4c6dbf1e6ddf0cecfc5b666eca6e12305b1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9260, "bytes_utf8": 9262, "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": 597, "bytes_utf8": 597, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 513, "reasoning_output_tokens": 358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b8612a3368c5687833665cc5a6fbb69b57af758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_c2f5d44d89870b35", + "api_calls": 0, + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 513, + "total_tokens": 15170, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11328.26, + "sql_execution_elapsed_ms_total": 17.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/conversation.jsonl", + "note": "Executed through a local 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_c2f5d44d89870b35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ccacde2f294b6c439d79103ba6e6377bd1b8ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:17.384626+00:00", + "ended_at": "2026-05-19T16:01:28.712914+00:00", + "elapsed_ms": 11328.26, + "prompt_metrics": { + "chars": 9260, + "bytes_utf8": 9262, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 975, + "bytes_utf8": 975, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 597, + "bytes_utf8": 597, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14657, + "cached_input_tokens": 12032, + "output_tokens": 513, + "reasoning_output_tokens": 358 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_c2f5d44d89870b35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffd3794c3e4c17775bbf49a04c84e4cbc89c5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/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=rating, measure_col=release_year.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "rating", + "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 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_c2f5d44d89870b35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff0044927d1d2f1aa8fabcfcffbb422e666c305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-573c-78e0-9557-60415e21e295"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"rating\\\",\\n AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"rating\\\") AS avg_measure\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" IS NOT NULL\\n AND TRIM(\\\"rating\\\") <> ''\\n AND \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> ''\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested window-partition-average template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". Added stable-view filtering for NULL/empty values and cast \\\"release_year\\\" to REAL because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14657,"cached_input_tokens":12032,"output_tokens":513,"reasoning_output_tokens":358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..789a858edbc239275c553743eb34462781c94fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"rating\",\n AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"rating\") AS avg_measure\nFROM \"c17\"\nWHERE \"rating\" IS NOT NULL\n AND TRIM(\"rating\") <> ''\n AND \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> ''\nORDER BY avg_measure DESC;","notes":"Used the requested window-partition-average template with group_col=\"rating\" and measure_col=\"release_year\". Added stable-view filtering for NULL/empty values and cast \"release_year\" to REAL 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_c2f5d44d89870b35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c2f5d44d89870b35/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a9a0bd8c64feb5ea46faa0bd7e3193a52979c2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=duration. +Result preview: [{"duration": "1 Season", "row_count": 1793}, {"duration": "2 Seasons", "row_count": 425}, {"duration": "3 Seasons", "row_count": 199}, {"duration": "90 min", "row_count": 152}, {"duration": "97 min", "row_count": 146}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4602261c0a1de65e1e2c527620ff63418d24f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- 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_c17_c9d59aa4e68845de +-- problem_id: v2p_c17_f3a585b44075acb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "duration", COUNT(*) AS "row_count" +FROM "c17" +GROUP BY "duration" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68eccbe16069123ca0ff279ec38bf6049fd0482 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"duration\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"duration\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"duration\", \"row_count\"], \"rows\": [{\"duration\": \"1 Season\", \"row_count\": 1793}, {\"duration\": \"2 Seasons\", \"row_count\": 425}, {\"duration\": \"3 Seasons\", \"row_count\": 199}, {\"duration\": \"90 min\", \"row_count\": 152}, {\"duration\": \"97 min\", \"row_count\": 146}, {\"duration\": \"94 min\", \"row_count\": 146}, {\"duration\": \"93 min\", \"row_count\": 146}, {\"duration\": \"91 min\", \"row_count\": 144}, {\"duration\": \"95 min\", \"row_count\": 137}, {\"duration\": \"96 min\", \"row_count\": 130}, {\"duration\": \"92 min\", \"row_count\": 129}, {\"duration\": \"102 min\", \"row_count\": 122}, {\"duration\": \"98 min\", \"row_count\": 120}, {\"duration\": \"99 min\", \"row_count\": 118}, {\"duration\": \"88 min\", \"row_count\": 116}, {\"duration\": \"101 min\", \"row_count\": 116}, {\"duration\": \"103 min\", \"row_count\": 114}, {\"duration\": \"106 min\", \"row_count\": 111}, {\"duration\": \"100 min\", \"row_count\": 108}, {\"duration\": \"89 min\", \"row_count\": 106}, {\"duration\": \"104 min\", \"row_count\": 104}, {\"duration\": \"86 min\", \"row_count\": 103}, {\"duration\": \"87 min\", \"row_count\": 101}, {\"duration\": \"105 min\", \"row_count\": 101}, {\"duration\": \"107 min\", \"row_count\": 98}, {\"duration\": \"110 min\", \"row_count\": 97}, {\"duration\": \"4 Seasons\", \"row_count\": 95}, {\"duration\": \"108 min\", \"row_count\": 87}, {\"duration\": \"116 min\", \"row_count\": 80}, {\"duration\": \"112 min\", \"row_count\": 74}, {\"duration\": \"85 min\", \"row_count\": 73}, {\"duration\": \"113 min\", \"row_count\": 69}, {\"duration\": \"109 min\", \"row_count\": 69}, {\"duration\": \"111 min\", \"row_count\": 68}, {\"duration\": \"84 min\", \"row_count\": 67}, {\"duration\": \"83 min\", \"row_count\": 65}, {\"duration\": \"5 Seasons\", \"row_count\": 65}, {\"duration\": \"118 min\", \"row_count\": 65}, {\"duration\": \"119 min\", \"row_count\": 63}, {\"duration\": \"81 min\", \"row_count\": 62}, {\"duration\": \"117 min\", \"row_count\": 61}, {\"duration\": \"115 min\", \"row_count\": 61}, {\"duration\": \"120 min\", \"row_count\": 56}, {\"duration\": \"114 min\", \"row_count\": 56}, {\"duration\": \"121 min\", \"row_count\": 54}, {\"duration\": \"82 min\", \"row_count\": 52}, {\"duration\": \"124 min\", \"row_count\": 52}, {\"duration\": \"127 min\", \"row_count\": 48}, {\"duration\": \"78 min\", \"row_count\": 45}, {\"duration\": \"122 min\", \"row_count\": 45}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..baadc03826ed99dda5c63e8f2549ce0f0a3db0a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:31:54.995608+00:00", + "ended_at": "2026-05-19T15:32:11.344665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_c9d59aa4e68845de", + "problem_id": "v2p_c17_f3a585b44075acb7", + "dataset_id": "c17", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=duration.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c9d59aa4e68845de.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7527e61649f99503695a84d0a5a744d6f4d9c663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:11.329944+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": 16329.79, "started_at": "2026-05-19T15:31:54.998457+00:00", "ended_at": "2026-05-19T15:32:11.328285+00:00", "prompt_metrics": {"chars": 9079, "bytes_utf8": 9081, "lines": 238, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f985b0395e1869faaae7ab1d68134448b00c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c9d59aa4e68845de/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_d130e8a77ee3ac27/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c74e57fbccc3c44091824badfd4b3d9813cca2c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/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": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14658, "cached_input_tokens": 13696, "output_tokens": 477, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a128a59903729e0a92e6c8e2e9e2f9fddf21fe6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_d130e8a77ee3ac27", + "api_calls": 0, + "input_tokens": 14658, + "cached_input_tokens": 13696, + "output_tokens": 477, + "total_tokens": 15135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10772.03, + "sql_execution_elapsed_ms_total": 16.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/conversation.jsonl", + "note": "Executed through a local 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_d130e8a77ee3ac27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8f27926e7882e3ded0f54a4e9f2f16396ed48d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:42.814779+00:00", + "ended_at": "2026-05-19T16:02:53.586831+00:00", + "elapsed_ms": 10772.03, + "prompt_metrics": { + "chars": 9272, + "bytes_utf8": 9274, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 937, + "bytes_utf8": 937, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14658, + "cached_input_tokens": 13696, + "output_tokens": 477, + "reasoning_output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f24b629bb8f971da1f5a12705e1fabf2b2a7a081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/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": 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": "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_d130e8a77ee3ac27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..061661a43be1607fa6d42337c086661677c797fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-a515-7402-b26c-3273cabfdb45"} +{"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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> \\\"\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested window-partition-average template with both group_col and measure_col bound to \\\"release_year\\\". CAST is applied because the schema stores \\\"release_year\\\" as TEXT in SQLite; blank values are filtered to keep the numeric aggregation stable.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14658,"cached_input_tokens":13696,"output_tokens":477,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c65ad33442d31da93efeb9a06898290068a1fd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/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\"\nWHERE \"release_year\" IS NOT NULL\n AND TRIM(\"release_year\") <> \"\"\nORDER BY avg_measure DESC;","notes":"Used the requested window-partition-average template with both group_col and measure_col bound to \"release_year\". CAST is applied because the schema stores \"release_year\" as TEXT in SQLite; blank values are filtered to keep the numeric aggregation stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/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_d130e8a77ee3ac27/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13515e71112686e10c7bdf1e6d5483a3dbc829e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year. +Result preview: [{"release_year": "2021", "avg_measure": 2021.0}, {"release_year": "2020", "avg_measure": 2020.0}, {"release_year": "2019", "avg_measure": 2019.0}, {"release_year": "2018", "avg_measure": 2018.0}, {"release_year": "2017", "avg_measure": 2017.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c9e7d15387e195b333c6fa0ff90aae30ae7d266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_d130e8a77ee3ac27 +-- problem_id: v2p_c17_46e89ddabe8d5a12 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS avg_measure +FROM "c17" +WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> "" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d89c65b5451dfc98b5565fb46f9111d86088a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"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;", "result": "{\"query\": \"-- 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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> \\\"\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"release_year\", \"avg_measure\"], \"rows\": [{\"release_year\": \"2021\", \"avg_measure\": 2021.0}, {\"release_year\": \"2020\", \"avg_measure\": 2020.0}, {\"release_year\": \"2019\", \"avg_measure\": 2019.0}, {\"release_year\": \"2018\", \"avg_measure\": 2018.0}, {\"release_year\": \"2017\", \"avg_measure\": 2017.0}, {\"release_year\": \"2016\", \"avg_measure\": 2016.0}, {\"release_year\": \"2015\", \"avg_measure\": 2015.0}, {\"release_year\": \"2014\", \"avg_measure\": 2014.0}, {\"release_year\": \"2013\", \"avg_measure\": 2013.0}, {\"release_year\": \"2012\", \"avg_measure\": 2012.0}, {\"release_year\": \"2011\", \"avg_measure\": 2011.0}, {\"release_year\": \"2010\", \"avg_measure\": 2010.0}, {\"release_year\": \"2009\", \"avg_measure\": 2009.0}, {\"release_year\": \"2008\", \"avg_measure\": 2008.0}, {\"release_year\": \"2007\", \"avg_measure\": 2007.0}, {\"release_year\": \"2006\", \"avg_measure\": 2006.0}, {\"release_year\": \"2005\", \"avg_measure\": 2005.0}, {\"release_year\": \"2004\", \"avg_measure\": 2004.0}, {\"release_year\": \"2003\", \"avg_measure\": 2003.0}, {\"release_year\": \"2002\", \"avg_measure\": 2002.0}, {\"release_year\": \"2001\", \"avg_measure\": 2001.0}, {\"release_year\": \"2000\", \"avg_measure\": 2000.0}, {\"release_year\": \"1999\", \"avg_measure\": 1999.0}, {\"release_year\": \"1998\", \"avg_measure\": 1998.0}, {\"release_year\": \"1997\", \"avg_measure\": 1997.0}, {\"release_year\": \"1996\", \"avg_measure\": 1996.0}, {\"release_year\": \"1995\", \"avg_measure\": 1995.0}, {\"release_year\": \"1994\", \"avg_measure\": 1994.0}, {\"release_year\": \"1993\", \"avg_measure\": 1993.0}, {\"release_year\": \"1992\", \"avg_measure\": 1992.0}, {\"release_year\": \"1991\", \"avg_measure\": 1991.0}, {\"release_year\": \"1990\", \"avg_measure\": 1990.0}, {\"release_year\": \"1989\", \"avg_measure\": 1989.0}, {\"release_year\": \"1988\", \"avg_measure\": 1988.0}, {\"release_year\": \"1987\", \"avg_measure\": 1987.0}, {\"release_year\": \"1986\", \"avg_measure\": 1986.0}, {\"release_year\": \"1985\", \"avg_measure\": 1985.0}, {\"release_year\": \"1984\", \"avg_measure\": 1984.0}, {\"release_year\": \"1983\", \"avg_measure\": 1983.0}, {\"release_year\": \"1982\", \"avg_measure\": 1982.0}, {\"release_year\": \"1981\", \"avg_measure\": 1981.0}, {\"release_year\": \"1980\", \"avg_measure\": 1980.0}, {\"release_year\": \"1979\", \"avg_measure\": 1979.0}, {\"release_year\": \"1978\", \"avg_measure\": 1978.0}, {\"release_year\": \"1977\", \"avg_measure\": 1977.0}, {\"release_year\": \"1976\", \"avg_measure\": 1976.0}, {\"release_year\": \"1975\", \"avg_measure\": 1975.0}, {\"release_year\": \"1974\", \"avg_measure\": 1974.0}, {\"release_year\": \"1973\", \"avg_measure\": 1973.0}, {\"release_year\": \"1972\", \"avg_measure\": 1972.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5e07dba5c5f6d7ad885e161099ea2bd5d40dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T16:02:42.812222+00:00", + "ended_at": "2026-05-19T16:02:53.605940+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_d130e8a77ee3ac27", + "problem_id": "v2p_c17_46e89ddabe8d5a12", + "dataset_id": "c17", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d130e8a77ee3ac27.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d130e8a77ee3ac27", + "api_calls": 0, + "input_tokens": 14658, + "cached_input_tokens": 13696, + "output_tokens": 477, + "total_tokens": 15135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10772.03, + "sql_execution_elapsed_ms_total": 16.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/conversation.jsonl", + "note": "Executed through a local 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_d130e8a77ee3ac27/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0def9d44709f6cb2c1f68a11ec9a2fcae9e9f244 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:53.587621+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": 10772.03, "started_at": "2026-05-19T16:02:42.814779+00:00", "ended_at": "2026-05-19T16:02:53.586831+00:00", "prompt_metrics": {"chars": 9272, "bytes_utf8": 9274, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14658, "cached_input_tokens": 13696, "output_tokens": 477, "reasoning_output_tokens": 338}, "stderr_preview": "", "stdout_preview": "{\"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\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n AND TRIM(\\\"release_year\\\") <> \\\"\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested window-partition-average template with both group_col and measure_col bound to \\\"release_year\\\". CAST is applied because the schema stores \\\"release_year\\\" as TEXT in SQLite; blank values are filtered to keep the numeric aggregation stable.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7fddab9e081924ba2d244cd7573256e761e2ef5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_d130e8a77ee3ac27", + "api_calls": 0, + "input_tokens": 14658, + "cached_input_tokens": 13696, + "output_tokens": 477, + "total_tokens": 15135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10772.03, + "sql_execution_elapsed_ms_total": 16.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d130e8a77ee3ac27/cli/conversation.jsonl", + "note": "Executed through a local 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_da57039a1afc454d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfea53c276689181ddafb9a044729d610f0ac851 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9578, "bytes_utf8": 9580, "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": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 13696, "output_tokens": 676, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb047d4e98ff5ed96086541742dd2d67096f4c65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_da57039a1afc454d", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 676, + "total_tokens": 15438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13221.07, + "sql_execution_elapsed_ms_total": 41.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/conversation.jsonl", + "note": "Executed through a local 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_da57039a1afc454d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b9b910a3c9e9340890753dcaedc94f5fbcb0cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:35.101588+00:00", + "ended_at": "2026-05-19T15:36:48.322691+00:00", + "elapsed_ms": 13221.07, + "prompt_metrics": { + "chars": 9578, + "bytes_utf8": 9580, + "lines": 242, + "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": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 676, + "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_da57039a1afc454d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57e33a39a327da96e61fd62e36cf29ac451735dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/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=rating, measure_col=release_year.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "rating", + "measure_col": "release_year", + "item_col": "title", + "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}, {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_da57039a1afc454d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e99ffb59c52a611e682ab646d26b04cb986697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-b90c-7541-a4a2-edce40eb0b70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"rating\\\", \\\"title\\\",\\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 \\\"rating\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\", \\\"title\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"rating\\\", item_col=\\\"title\\\", and measure_col=\\\"release_year\\\". Applied a numeric CAST for SQLite-safe aggregation because \\\"release_year\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":13696,"output_tokens":676,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c94db1933aab4701505ab09dac1e9ca915fa2b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"rating\", \"title\",\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 \"rating\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"rating\", \"title\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"rating\", item_col=\"title\", and measure_col=\"release_year\". Applied a numeric CAST for SQLite-safe aggregation 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_da57039a1afc454d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da57039a1afc454d/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_da60b59d75e20028/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cac1e444bb8edf775e1910193a7c2dcb591bed6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/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": 778, "bytes_utf8": 778, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14785, "cached_input_tokens": 12032, "output_tokens": 861, "reasoning_output_tokens": 662}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9b722a74542c53dce11b5b21e2c76b68194756 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_da60b59d75e20028", + "api_calls": 0, + "input_tokens": 14785, + "cached_input_tokens": 12032, + "output_tokens": 861, + "total_tokens": 15646, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16533.2, + "sql_execution_elapsed_ms_total": 6.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/conversation.jsonl", + "note": "Executed through a local 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_da60b59d75e20028/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d1b6bedc1d2e7be703d9467f91d74fd689a1373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:30.208835+00:00", + "ended_at": "2026-05-19T15:45:46.742063+00:00", + "elapsed_ms": 16533.2, + "prompt_metrics": { + "chars": 9741, + "bytes_utf8": 9743, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1155, + "bytes_utf8": 1155, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14785, + "cached_input_tokens": 12032, + "output_tokens": 861, + "reasoning_output_tokens": 662 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_da60b59d75e20028/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8505b82bf6f026d5104036c4dad3a2bf8f9d6d05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/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": 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": "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_da60b59d75e20028/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aed5589de1ad33c8358ab9230a8b68f7e193d212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-e36f-71d3-8176-7a54d5f01c8c"} +{"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\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) 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 * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with \\\"release_year\\\" bound as both group and measure. \\\"release_year\\\" is cast from TEXT to REAL for SQLite aggregation, and null/blank years are filtered to keep the view stable.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14785,"cached_input_tokens":12032,"output_tokens":861,"reasoning_output_tokens":662}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ebea27ba6bdb1f34b1d027a8ea488379415ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/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 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 * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with \"release_year\" bound as both group and measure. \"release_year\" is cast from TEXT to REAL for SQLite aggregation, and null/blank years are filtered to keep the view stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da60b59d75e20028/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_da840f0222f60e2d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8aed806a1ceafb218b2b5254e85c2cdc591c1ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14654, "cached_input_tokens": 13696, "output_tokens": 352, "reasoning_output_tokens": 253}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..60f5cd0fda09a448ea80bf03b8a804d75ddccca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_da840f0222f60e2d", + "api_calls": 0, + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 352, + "total_tokens": 15006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.36, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/conversation.jsonl", + "note": "Executed through a local 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_da840f0222f60e2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7483a18aa6541cdd60643d73ddbfc8fdbe9ef8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:18.883169+00:00", + "ended_at": "2026-05-19T15:58:30.379562+00:00", + "elapsed_ms": 11496.36, + "prompt_metrics": { + "chars": 9153, + "bytes_utf8": 9155, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 685, + "bytes_utf8": 685, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 320, + "bytes_utf8": 320, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 352, + "reasoning_output_tokens": 253 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_da840f0222f60e2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c4c275b626ec81d244684b704ef75edd9f4248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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": 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": 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_da840f0222f60e2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa5e065f3650ca93622586975ab39ebe4b4d11bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9e06-7412-a465-db8e72f18a8a"} +{"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 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"type\\\" and top_k set to 15 on table \\\"c17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14654,"cached_input_tokens":13696,"output_tokens":352,"reasoning_output_tokens":253}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2759eb6945244e1e89e61dd03e27093c4305c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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 15;","notes":"Applied the Low-Support Group Count template with group_col bound to \"type\" and top_k set to 15 on table \"c17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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_da840f0222f60e2d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad30a1de9ea679434f64d70713dd15f7363dddcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=type. +Result preview: [{"type": "TV Show", "support": 2676}, {"type": "Movie", "support": 6131}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb87a365ff2d50235172237a4fefe0a4264a1c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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: c17 +-- 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_c17_da840f0222f60e2d +-- problem_id: v2p_c17_6b37a708682fe0ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "type" +ORDER BY "support" ASC, "type" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eee14d872e3fb213ba9a5ccdcd7e3ae0f18db001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/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 \"type\",\n COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"support\" ASC, \"type\"\nLIMIT 15;", "result": "{\"query\": \"-- 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 15;\", \"columns\": [\"type\", \"support\"], \"rows\": [{\"type\": \"TV Show\", \"support\": 2676}, {\"type\": \"Movie\", \"support\": 6131}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dc858a844b69c1177b6adccbd82aa07aa948761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:58:18.879963+00:00", + "ended_at": "2026-05-19T15:58:30.387268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_da840f0222f60e2d", + "problem_id": "v2p_c17_6b37a708682fe0ba", + "dataset_id": "c17", + "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=type.", + "bindings": { + "group_col": "type", + "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": 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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da840f0222f60e2d.sql", + "usage_summary": { + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_da840f0222f60e2d", + "api_calls": 0, + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 352, + "total_tokens": 15006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.36, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/conversation.jsonl", + "note": "Executed through a local 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_da840f0222f60e2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d846824c3118957d596e1e9ab2e0dd9936720838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:30.380522+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": 11496.36, "started_at": "2026-05-19T15:58:18.883169+00:00", "ended_at": "2026-05-19T15:58:30.379562+00:00", "prompt_metrics": {"chars": 9153, "bytes_utf8": 9155, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14654, "cached_input_tokens": 13696, "output_tokens": 352, "reasoning_output_tokens": 253}, "stderr_preview": "", "stdout_preview": "{\"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 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"type\\\" and top_k set to 15 on table \\\"c17\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..133435392c67a6c355df05e0458902ced76a3af6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c17", + "model": "v2-cli:codex", + "run_id": "v2q_c17_da840f0222f60e2d", + "api_calls": 0, + "input_tokens": 14654, + "cached_input_tokens": 13696, + "output_tokens": 352, + "total_tokens": 15006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.36, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_da840f0222f60e2d/cli/conversation.jsonl", + "note": "Executed through a local 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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ba56be1fc3765a36371352db5f50d548fb6823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year. +Result preview: [{"type": "Movie", "group_value": 12342448}, {"type": "TV Show", "group_value": 5396437}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a5d21abd5dccc32ce2537e292da7b311b77c740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_e1b2076c1bb1b913 +-- problem_id: v2p_c17_975549add78a26c2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "type", SUM(CAST("release_year" AS NUMERIC)) AS group_value + FROM "c17" + GROUP BY "type" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."type", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac3484fcdc05c19ed4f7afacd72926d14861c484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"type\", \"group_value\"], \"rows\": [{\"type\": \"Movie\", \"group_value\": 12342448}, {\"type\": \"TV Show\", \"group_value\": 5396437}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f12fc2770a0a7925acc348a76757fecdab2e48cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c17", + "started_at": "2026-05-19T15:45:05.905479+00:00", + "ended_at": "2026-05-19T15:45:18.719105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c17_e1b2076c1bb1b913", + "problem_id": "v2p_c17_975549add78a26c2", + "dataset_id": "c17", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1b2076c1bb1b913.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83cec9868e4f49a6ebc1db673127ac462d7a333b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:18.710226+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": 12800.79, "started_at": "2026-05-19T15:45:05.908511+00:00", "ended_at": "2026-05-19T15:45:18.709343+00:00", "prompt_metrics": {"chars": 9724, "bytes_utf8": 9726, "lines": 240, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abec9f96d91d17c946a88c0c5067d77e0d34356a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1b2076c1bb1b913/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_fe1cd5791698df5e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8914e0fbdd9ca8209a30b589dd7aed1e86d71ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9581, "bytes_utf8": 9583, "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": 765, "bytes_utf8": 765, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 726, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0da82ac23492dd73eaac4af12b091c63cb29e7f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-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_fe1cd5791698df5e", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 726, + "total_tokens": 15489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15046.02, + "sql_execution_elapsed_ms_total": 62.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/conversation.jsonl", + "note": "Executed through a local 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_fe1cd5791698df5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab7e34c01882b8e2d3a79a25e7f7b4ca9b7f2c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:19.984618+00:00", + "ended_at": "2026-05-19T15:36:35.030679+00:00", + "elapsed_ms": 15046.02, + "prompt_metrics": { + "chars": 9581, + "bytes_utf8": 9583, + "lines": 242, + "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": 765, + "bytes_utf8": 765, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 726, + "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_fe1cd5791698df5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..996c2b9a96762089b164a2556742530fd2928059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/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": "title", + "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}, {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_fe1cd5791698df5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76d74a750dec525cbd9f843025a98056bafa8757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-7e20-7ca1-9176-8ea75fe8777f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"rating\\\", \\\"title\\\",\\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 AND \\\"rating\\\" <> ''\\n AND \\\"title\\\" IS NOT NULL AND \\\"title\\\" <> ''\\n AND \\\"release_year\\\" IS NOT NULL AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"rating\\\", \\\"title\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"rating\\\", item_col=\\\"title\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":12032,"output_tokens":726,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68919cdc3715d4893badb3981f17c0ba8b501a1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"rating\", \"title\",\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 AND \"rating\" <> ''\n AND \"title\" IS NOT NULL AND \"title\" <> ''\n AND \"release_year\" IS NOT NULL AND \"release_year\" <> ''\nGROUP BY \"rating\", \"title\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"rating\", item_col=\"title\", and measure_col=\"release_year\". 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_fe1cd5791698df5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_fe1cd5791698df5e/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/sql/v2q_c17_016a9211af8c3b76.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_016a9211af8c3b76.sql new file mode 100644 index 0000000000000000000000000000000000000000..e364e7821c3c814f1a8df5ea2a55b50744a27afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_016a9211af8c3b76.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_016a9211af8c3b76 +-- problem_id: v2p_c17_3692e232b1176433 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + WHERE "rating" IS NOT NULL + AND TRIM("rating") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' + GROUP BY "rating" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."rating", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_022224b9a66265b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_022224b9a66265b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..34b74e7defd3f60705f7e6cdd12ba5423d7cf472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_022224b9a66265b8.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_022224b9a66265b8 +-- problem_id: v2p_c17_119a527497cee65b +-- realization_mode: agent +-- source_kind: agent +SELECT "type", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "type" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_023ee72a13638b07.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_023ee72a13638b07.sql new file mode 100644 index 0000000000000000000000000000000000000000..7650c5de96a31da31adfd0de6312830d68274221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_023ee72a13638b07.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_023ee72a13638b07 +-- problem_id: v2p_c17_4bbe8e94c2d33afe +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "duration", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "duration") AS avg_measure +FROM "c17" +WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" GLOB '[0-9][0-9][0-9][0-9]' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_02a5f5e6884ff58f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_02a5f5e6884ff58f.sql new file mode 100644 index 0000000000000000000000000000000000000000..a656888b11b000ea99c112fb04e388f82920fa63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_02a5f5e6884ff58f.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_02a5f5e6884ff58f +-- problem_id: v2p_c17_15b08d51258d4d69 +-- realization_mode: agent +-- source_kind: agent +SELECT "duration", "director", + SUM(CAST("release_year" AS REAL)) AS total_measure, + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "duration") AS share_within_group +FROM "c17" +GROUP BY "duration", "director" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_033e8d40b1584219.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_033e8d40b1584219.sql new file mode 100644 index 0000000000000000000000000000000000000000..0423571e344038cac99c0b67f8d0f8169d972184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_033e8d40b1584219.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_033e8d40b1584219 +-- problem_id: v2p_c17_ebc150ac48ffbe4e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "date_added", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "date_added" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0804d31c2d19ff53.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0804d31c2d19ff53.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bee9bcc2f0de3c0fd3e820b6bc77cf8ec94e354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0804d31c2d19ff53.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: c17 +-- 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_c17_0804d31c2d19ff53 +-- problem_id: v2p_c17_220d039a9890c189 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", COUNT(*) AS row_count +FROM "c17" +GROUP BY "release_year" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0aa74ca4b439034a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0aa74ca4b439034a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f07e696f064207c4dae5e2a69afbb5181e68b64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0aa74ca4b439034a.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_0aa74ca4b439034a +-- problem_id: v2p_c17_a7e749212a22173d +-- realization_mode: agent +-- source_kind: agent +SELECT + "duration", + "director", + SUM(CAST("release_year" AS REAL)) AS total_measure, + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "duration") AS share_within_group +FROM "c17" +WHERE TRIM(COALESCE("duration", '')) <> '' + AND TRIM(COALESCE("director", '')) <> '' + AND TRIM(COALESCE("release_year", '')) <> '' +GROUP BY "duration", "director" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_105380ffc5766623.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_105380ffc5766623.sql new file mode 100644 index 0000000000000000000000000000000000000000..362e3ac042df3bed44db8ab0bff0b6cec8bd9b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_105380ffc5766623.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: c17 +-- 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_c17_105380ffc5766623 +-- problem_id: v2p_c17_d3ea6da7d6d97677 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", COUNT(*) AS "row_count" +FROM "c17" +GROUP BY "rating" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_11d98d17b3859421.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_11d98d17b3859421.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7364b5f39dbaa348c37904851ee86c3445f896b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_11d98d17b3859421.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: c17 +-- 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_c17_11d98d17b3859421 +-- problem_id: v2p_c17_13b8deae5fba75f3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "release_year" +ORDER BY "support" ASC, "release_year" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1348349818597a09.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1348349818597a09.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0dfc6deb5c5da0b8264f089c26b9a3a7ac3c89b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1348349818597a09.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_1348349818597a09 +-- problem_id: v2p_c17_c015a09048747e0b +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "rating", + CAST(NULLIF("release_year", '') AS INTEGER) AS "release_year" + FROM "c17" + WHERE NULLIF("rating", '') IS NOT NULL + AND NULLIF("release_year", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "rating", + "release_year", + ROW_NUMBER() OVER (PARTITION BY "rating" ORDER BY "release_year") AS "rn", + COUNT(*) OVER (PARTITION BY "rating") AS "cnt" + FROM "base" +), +"pos" AS ( + SELECT DISTINCT + "rating", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"picked" AS ( + SELECT + "p"."rating", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn", + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."release_year" END) AS "lower_value", + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."release_year" END) AS "upper_value" + FROM "pos" AS "p" + JOIN "ranked" AS "r" + ON "r"."rating" = "p"."rating" + GROUP BY + "p"."rating", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +) +SELECT + "rating", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC, "rating" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_14bb0fa770f6753e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_14bb0fa770f6753e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4fef401316452a8fe394925a8ddd9d6bfe2c35b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_14bb0fa770f6753e.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_14bb0fa770f6753e +-- problem_id: v2p_c17_2ae92b92b3b08e06 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", SUM("release_year") AS total_measure +FROM "c17" +GROUP BY "release_year" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1594879205169dd0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1594879205169dd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..44b10b6601caa99ea32b347e6acb699ab007cce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1594879205169dd0.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_1594879205169dd0 +-- problem_id: v2p_c17_02d22de6c6ac1ca0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS avg_measure +FROM "c17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_15cc45fa409f886d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_15cc45fa409f886d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e277084a123fc13fdb8016d7cc0b671456d7bdaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_15cc45fa409f886d.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_15cc45fa409f886d +-- problem_id: v2p_c17_4715fde940cb88eb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_176e043e21c9a4db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_176e043e21c9a4db.sql new file mode 100644 index 0000000000000000000000000000000000000000..6234ceeb943afe7e76bc9dd1cfcc5a98a766e231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_176e043e21c9a4db.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_176e043e21c9a4db +-- problem_id: v2p_c17_107518c0fbd8ad64 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "rating" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_17dbb084bc432c6f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_17dbb084bc432c6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..292ee20e8dc8698c4697d77c4f1ae16b5ccef467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_17dbb084bc432c6f.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_17dbb084bc432c6f +-- problem_id: v2p_c17_e31986015997814e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "type", + AVG(CASE WHEN NULLIF(TRIM("release_year"), '') IS NOT NULL THEN CAST("release_year" AS REAL) END) OVER (PARTITION BY "type") AS avg_measure +FROM "c17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1d5e0be2525ca666.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1d5e0be2525ca666.sql new file mode 100644 index 0000000000000000000000000000000000000000..d89f751f737c64e3ca98902b72e5c791f0e24830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1d5e0be2525ca666.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_1d5e0be2525ca666 +-- problem_id: v2p_c17_1c7fefa77244ee52 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1e9eb2d100d6aae1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1e9eb2d100d6aae1.sql new file mode 100644 index 0000000000000000000000000000000000000000..30a74b865bee54fd24334890e2436a031f13ba49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1e9eb2d100d6aae1.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: c17 +-- 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_c17_1e9eb2d100d6aae1 +-- problem_id: v2p_c17_6f3d70e6af06e6b0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "duration" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "duration" +) +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/c17/sql/v2q_c17_1fcda40232b5e8fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1fcda40232b5e8fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..62ba4d51ccf18b7d2cdf6683e847374ecf6888f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_1fcda40232b5e8fc.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: c17 +-- 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_c17_1fcda40232b5e8fc +-- problem_id: v2p_c17_0a5a9394c0215559 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "rating", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "rating" +) +SELECT + "rating", + 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/c17/sql/v2q_c17_2160283566237046.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2160283566237046.sql new file mode 100644 index 0000000000000000000000000000000000000000..efd6632a42949ffb611e8caa775bd76025040de7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2160283566237046.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_2160283566237046 +-- problem_id: v2p_c17_f4f07927e929c16f +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("release_year" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_25f04d7a3f001d53.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_25f04d7a3f001d53.sql new file mode 100644 index 0000000000000000000000000000000000000000..806761e86de72ed7055ab3f1fb85f90fabbb1aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_25f04d7a3f001d53.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_25f04d7a3f001d53 +-- problem_id: v2p_c17_785161151a7147a7 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "rating", + CAST("release_year" AS INTEGER) AS "release_year_int", + ROW_NUMBER() OVER ( + PARTITION BY "rating" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "rating" + ) AS "cnt" + FROM "c17" + WHERE "rating" IS NOT NULL + AND "rating" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +), +"percentiles" AS ( + SELECT + "rating", + "release_year_int" AS "percentile_measure", + "cnt", + ROW_NUMBER() OVER ( + PARTITION BY "rating" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ordered" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "rating", + "percentile_measure" +FROM "percentiles" +WHERE "pick_rank" = 1 + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_267f77e6dfa22c24.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_267f77e6dfa22c24.sql new file mode 100644 index 0000000000000000000000000000000000000000..73a74ca0c83bc410e1928cac786a808a7c876d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_267f77e6dfa22c24.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_267f77e6dfa22c24 +-- problem_id: v2p_c17_97ad9e75ffe81777 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "duration", + SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' + GROUP BY "duration" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."duration", + g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_28d8ddb9f1d016b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_28d8ddb9f1d016b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..84b85e57d373f093cd07aa97cd57d3ebabe15df5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_28d8ddb9f1d016b0.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_28d8ddb9f1d016b0 +-- problem_id: v2p_c17_6e5833c7fb5d3f3c +-- realization_mode: agent +-- source_kind: agent +SELECT "type", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "type" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a196b0dc335544a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a196b0dc335544a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3c29b2c4b35ca693b8c33263378fe72d54e87ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a196b0dc335544a.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: c17 +-- 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_c17_2a196b0dc335544a +-- problem_id: v2p_c17_631ea60b69113fe7 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c17" +GROUP BY "type" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a26c1bc75524d73.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a26c1bc75524d73.sql new file mode 100644 index 0000000000000000000000000000000000000000..a45d8d71f23d4a53755fcc488982e8e54b1a1524 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2a26c1bc75524d73.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: c17 +-- 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_c17_2a26c1bc75524d73 +-- problem_id: v2p_c17_a6844072f31a1af6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "duration", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "duration" +ORDER BY "support" ASC, "duration" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2b2a8533d2f64cb5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2b2a8533d2f64cb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7fe46df787238c1d6ed0a2f8fbc0e59ddec2179 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2b2a8533d2f64cb5.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: c17 +-- 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_c17_2b2a8533d2f64cb5 +-- problem_id: v2p_c17_2871c20323a174a8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "release_year" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "release_year" +) +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/c17/sql/v2q_c17_2de86b2ccf69e931.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2de86b2ccf69e931.sql new file mode 100644 index 0000000000000000000000000000000000000000..437787057c6d3ba275cbc9593446cc920597b20b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2de86b2ccf69e931.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_2de86b2ccf69e931 +-- problem_id: v2p_c17_d9e9db3a566016fd +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("release_year" AS INTEGER) AS "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +) +SELECT "release_year" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "release_year" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2ed8d11d1b12f150.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2ed8d11d1b12f150.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4d4b3dc2e0352cf10e9f8222d846ef9ed0ae5b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2ed8d11d1b12f150.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_2ed8d11d1b12f150 +-- problem_id: v2p_c17_cd7a5075b80ad73a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "rating", SUM(CAST("release_year" AS REAL)) AS group_value + FROM "c17" + WHERE "rating" IS NOT NULL + AND TRIM("rating") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' + GROUP BY "rating" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."rating", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2f0110d614604de9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2f0110d614604de9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce0079a33d1592438a7254851f85675a8d2092f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2f0110d614604de9.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_2f0110d614604de9 +-- problem_id: v2p_c17_29880c450b3e1b8c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "type", + CAST("release_year" AS INTEGER) AS "release_year_num", + CUME_DIST() OVER ( + PARTITION BY "type" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "cume_dist_value" + FROM "c17" + WHERE "type" IS NOT NULL + AND TRIM("type") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +), +"percentile_points" AS ( + SELECT + "type", + MIN("release_year_num") AS "percentile_measure" + FROM "ranked" + WHERE "cume_dist_value" >= 0.9 + GROUP BY "type" +) +SELECT + "type", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31605fef793dd868.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31605fef793dd868.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec45c4d0c510376e10cb31f55ef64d59bba52a63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31605fef793dd868.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_31605fef793dd868 +-- problem_id: v2p_c17_97103c86c1be5b94 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "duration", + CAST("release_year" AS REAL) AS "measure" + FROM "c17" + WHERE "duration" IS NOT NULL + AND TRIM("duration") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +), +"ordered" AS ( + SELECT + "duration", + "measure", + ROW_NUMBER() OVER (PARTITION BY "duration" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "duration") AS "n" + FROM "base" +), +"positions" AS ( + SELECT DISTINCT + "duration", + (100 + 95 * ("n" - 1)) AS "pos_num", + (100 + 95 * ("n" - 1)) / 100 AS "frn", + CASE + WHEN (100 + 95 * ("n" - 1)) % 100 = 0 THEN (100 + 95 * ("n" - 1)) / 100 + ELSE ((100 + 95 * ("n" - 1)) / 100) + 1 + END AS "crn" + FROM "ordered" +), +"picked" AS ( + SELECT + o."duration", + p."pos_num", + p."frn", + p."crn", + MAX(CASE WHEN o."rn" = p."frn" THEN o."measure" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."crn" THEN o."measure" END) AS "upper_value" + FROM "ordered" AS o + JOIN "positions" AS p + ON o."duration" = p."duration" + GROUP BY + o."duration", + p."pos_num", + p."frn", + p."crn" +) +SELECT + "duration", + CASE + WHEN "frn" = "crn" THEN "lower_value" + ELSE ((CAST("crn" AS REAL) - ("pos_num" / 100.0)) * "lower_value") + + ((("pos_num" / 100.0) - CAST("frn" AS REAL)) * "upper_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31c9a4fc73628ea3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31c9a4fc73628ea3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7af42ce3e9705d678853edf384ae51f02e5e5b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_31c9a4fc73628ea3.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: c17 +-- 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_c17_31c9a4fc73628ea3 +-- problem_id: v2p_c17_e7b92f8630379804 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", "duration", COUNT(*) AS row_count +FROM "c17" +WHERE CAST("release_year" AS INTEGER) >= 2019 +GROUP BY "rating", "duration" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_32dc5fb87a1d4c6f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_32dc5fb87a1d4c6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..78a4b0a0b898aa3cdb042b174d6308d87427df20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_32dc5fb87a1d4c6f.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: c17 +-- 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_c17_32dc5fb87a1d4c6f +-- problem_id: v2p_c17_abbc2c0239afa171 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "type" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "type" +), 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/c17/sql/v2q_c17_32f25932f5557732.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_32f25932f5557732.sql new file mode 100644 index 0000000000000000000000000000000000000000..69e8a3933a58540d235aaca95d9273fdf5ac32cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_32f25932f5557732.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_32f25932f5557732 +-- problem_id: v2p_c17_c057067152a33e29 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33aa8a727089abc4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33aa8a727089abc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..24e606d482e33899dfe7123a99eed86a9eed725a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33aa8a727089abc4.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_33aa8a727089abc4 +-- problem_id: v2p_c17_473a30e6d88cfb69 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "cast", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +WHERE "cast" IS NOT NULL + AND "cast" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "type", "cast" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33d80305f8156656.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33d80305f8156656.sql new file mode 100644 index 0000000000000000000000000000000000000000..078334b15d7b338c49d284604f24a32a27711ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33d80305f8156656.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_33d80305f8156656 +-- problem_id: v2p_c17_4fe2b63ecbd26366 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "rating", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "rating") AS avg_measure +FROM "c17" +WHERE "rating" IS NOT NULL + AND "rating" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3482e7be7bdb409e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3482e7be7bdb409e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8636bd77861872b5f3e4c8b4844bb94e3b0390f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3482e7be7bdb409e.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: c17 +-- 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_c17_3482e7be7bdb409e +-- problem_id: v2p_c17_1934fac6be2d42c5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "release_year" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "release_year" +), 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/c17/sql/v2q_c17_3876b2c2f7519a50.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3876b2c2f7519a50.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8d69bacd6294e2d6a1a35b74ea335b21a13325c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3876b2c2f7519a50.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: c17 +-- 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_c17_3876b2c2f7519a50 +-- problem_id: v2p_c17_d719400c6c9dc029 +-- realization_mode: agent +-- source_kind: agent +SELECT + "rating", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "rating" +ORDER BY "support" ASC, "rating" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_38fdc0bc695484aa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_38fdc0bc695484aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..9be7962fdee668eb7384bcba2d617010cdc1b310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_38fdc0bc695484aa.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: c17 +-- 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_c17_38fdc0bc695484aa +-- problem_id: v2p_c17_9c8b7effe795b926 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "duration", COUNT(*) AS "row_count" +FROM "c17" +WHERE "rating" = 'TV-PG' +GROUP BY "type", "duration" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3cb596830d4aa9b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3cb596830d4aa9b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..a38557b680777d3b00c6bea5607f32c03a7ec475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3cb596830d4aa9b2.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_3cb596830d4aa9b2 +-- problem_id: v2p_c17_48f0f37469effc75 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "release_year", + SUM(CAST("release_year" AS INTEGER)) AS "group_value" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' + GROUP BY "release_year" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."release_year", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3e0379dd71f9e74b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3e0379dd71f9e74b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b4fc1c641dfc1037422fc721d246177ae402b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_3e0379dd71f9e74b.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: c17 +-- 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_c17_3e0379dd71f9e74b +-- problem_id: v2p_c17_00afd17e5ca8ef68 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_41d6c171ad2c9c73.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_41d6c171ad2c9c73.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bfe742edea9d341a731b1f033b6712eb1a0d6ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_41d6c171ad2c9c73.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: c17 +-- 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_c17_41d6c171ad2c9c73 +-- problem_id: v2p_c17_d84810f3a0f3a46e +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "type" +ORDER BY "support" ASC, "type" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4213daea7e63fde3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4213daea7e63fde3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1351df40bdd58bf3b03c5e3840771707e365bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4213daea7e63fde3.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_4213daea7e63fde3 +-- problem_id: v2p_c17_e280605f357f16dd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "description", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "description" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_43f3e0b05589c349.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_43f3e0b05589c349.sql new file mode 100644 index 0000000000000000000000000000000000000000..52ccd2deeeb4af0057dd6a0e664ae76712bb0936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_43f3e0b05589c349.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_43f3e0b05589c349 +-- problem_id: v2p_c17_46819be5f5134667 +-- realization_mode: agent +-- source_kind: agent +SELECT "duration", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "duration" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_445fa932b7595a9f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_445fa932b7595a9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed7d8c510f4206225d78851cace7cad88f3548e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_445fa932b7595a9f.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_445fa932b7595a9f +-- problem_id: v2p_c17_624d2c1cd1a70702 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" + WHERE "release_year" IS NOT NULL AND "release_year" <> '' +) +SELECT "release_year" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("release_year" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_459b53933ba802db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_459b53933ba802db.sql new file mode 100644 index 0000000000000000000000000000000000000000..7571849f32e4fec7d613165993e68698ad841c45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_459b53933ba802db.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: c17 +-- 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_c17_459b53933ba802db +-- problem_id: v2p_c17_9b1b6ba3ad09a2b9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "type", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "type" +) +SELECT + "type", + 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/c17/sql/v2q_c17_45d45fe5d1c53b8b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_45d45fe5d1c53b8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..dddebf11d1f702cceefe3153c743432aa0157749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_45d45fe5d1c53b8b.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: c17 +-- 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_c17_45d45fe5d1c53b8b +-- problem_id: v2p_c17_13c99a2409d58dd8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rating" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "rating" +), 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/c17/sql/v2q_c17_45ef63916d10c988.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_45ef63916d10c988.sql new file mode 100644 index 0000000000000000000000000000000000000000..89b1ebd1e7e7e5545a92a41e5538f47ea42d5b0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_45ef63916d10c988.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: c17 +-- 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_c17_45ef63916d10c988 +-- problem_id: v2p_c17_613d543c7a5eebf5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "duration", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "duration" +) +SELECT "duration", + 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/c17/sql/v2q_c17_469f1b34a4b946a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_469f1b34a4b946a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..845eb62563448e973c560b90a46da539ff4d9bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_469f1b34a4b946a6.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_469f1b34a4b946a6 +-- problem_id: v2p_c17_ab2c2bc2b1f32348 +-- realization_mode: agent +-- source_kind: agent +SELECT + "rating", + "duration", + SUM(CAST("release_year" AS REAL)) AS total_measure, + SUM(CAST("release_year" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "rating"), 0) AS share_within_group +FROM "c17" +WHERE TRIM(COALESCE("rating", '')) <> '' + AND TRIM(COALESCE("duration", '')) <> '' + AND TRIM(COALESCE("release_year", '')) <> '' +GROUP BY "rating", "duration" +ORDER BY share_within_group DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_47a3ea86ae25b3b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_47a3ea86ae25b3b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c4815225ec4791fe137f831acb864d93665c147 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_47a3ea86ae25b3b8.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_47a3ea86ae25b3b8 +-- problem_id: v2p_c17_b140464563a0b719 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "release_year", + COUNT(*) AS total_rows, + SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4879cfed83bcc20a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4879cfed83bcc20a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f6c13e4bee06e260295e1d11bae4fdeaaf1cb16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4879cfed83bcc20a.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: c17 +-- 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_c17_4879cfed83bcc20a +-- problem_id: v2p_c17_de76a7dc4d26c2e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", COUNT(*) AS "row_count" +FROM "c17" +GROUP BY "rating" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4a15bb76395b4b1e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4a15bb76395b4b1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b5b4635dc2f93ddb10b68e444c42fb0de2cd473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4a15bb76395b4b1e.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_4a15bb76395b4b1e +-- problem_id: v2p_c17_6530d9c1d8e2e49d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "release_year", + COUNT(*) AS total_rows, + SUM(CASE WHEN "duration" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "duration" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4c4659a6e8c12d6a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4c4659a6e8c12d6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..124a7e86113593b7193bcf9bac977c770d77e360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4c4659a6e8c12d6a.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_4c4659a6e8c12d6a +-- problem_id: v2p_c17_3089489cc466d330 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST(NULLIF("release_year", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4d0a32a101139eb0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4d0a32a101139eb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d718eed1eb610521506e2c9daf73b76b511c4da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4d0a32a101139eb0.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_4d0a32a101139eb0 +-- problem_id: v2p_c17_aebd7744d47118ef +-- realization_mode: agent +-- source_kind: agent +SELECT + "duration", + "listed_in", + SUM(CAST("release_year" AS INTEGER)) AS "total_measure", + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "duration") AS "share_within_group" +FROM "c17" +WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "listed_in" IS NOT NULL + AND "listed_in" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "duration", "listed_in" +ORDER BY "share_within_group" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4e2baaf155ce3b4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4e2baaf155ce3b4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d03db0c1fc291680bc3d785a3dfd6f6427aba016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4e2baaf155ce3b4d.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_4e2baaf155ce3b4d +-- problem_id: v2p_c17_89e7706fece59557 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS tail_bucket + FROM "c17" + WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +) +SELECT "release_year" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("release_year" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5034cd9531307c16.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5034cd9531307c16.sql new file mode 100644 index 0000000000000000000000000000000000000000..27768642d361655e988891e992869f187131fa86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5034cd9531307c16.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: c17 +-- 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_c17_5034cd9531307c16 +-- problem_id: v2p_c17_a36b75a9c42cb5a6 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "rating", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c17" + GROUP BY "rating" +) +SELECT + "rating", + 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/c17/sql/v2q_c17_5171a511f59a79cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5171a511f59a79cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..e422706a912bbd7857b25177a0b5cf75094b3ce7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5171a511f59a79cb.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_5171a511f59a79cb +-- problem_id: v2p_c17_795bc24144525f14 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "cast" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "cast" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5386425cf8922751.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5386425cf8922751.sql new file mode 100644 index 0000000000000000000000000000000000000000..66816574c32e5d6850fde5deac0d93f45e5c7c8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5386425cf8922751.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_5386425cf8922751 +-- problem_id: v2p_c17_afdebc1097d0c9a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "release_year" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_56eddba9f10c4f84.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_56eddba9f10c4f84.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c9140f33c86ac97f17ca49393537bff7762d608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_56eddba9f10c4f84.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: c17 +-- 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_c17_56eddba9f10c4f84 +-- problem_id: v2p_c17_ff73f51204f9f14f +-- realization_mode: agent +-- source_kind: agent +SELECT + "rating", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "rating" +ORDER BY "support" ASC, "rating" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_57f468193c4fc1ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_57f468193c4fc1ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..22b33d55ce2fff996aa49a2ccc355d8fa7242706 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_57f468193c4fc1ae.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: c17 +-- 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_c17_57f468193c4fc1ae +-- problem_id: v2p_c17_4294aa5953f1eacf +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "release_year", COUNT(*) AS "row_count" +FROM "c17" +WHERE "type" = 'Movie' +GROUP BY "type", "release_year" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_58c02351608569f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_58c02351608569f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..a95111ff2a9c76ba76df42e9b2ebf529741dd5d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_58c02351608569f8.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: c17 +-- 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_c17_58c02351608569f8 +-- problem_id: v2p_c17_76ed1062f59373b5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + COUNT(*) AS support +FROM "c17" +GROUP BY "type" +ORDER BY support ASC, "type" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5c8aa7ad2b2466e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5c8aa7ad2b2466e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0a342fc3db72b2d55646487c67e6e1157fdede3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5c8aa7ad2b2466e6.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_5c8aa7ad2b2466e6 +-- problem_id: v2p_c17_989bf391761102fc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", SUM(CAST("release_year" AS REAL)) AS group_value + FROM "c17" + GROUP BY "release_year" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."release_year", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5d9587e3ed4fae70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5d9587e3ed4fae70.sql new file mode 100644 index 0000000000000000000000000000000000000000..9461960d0f8c37ba6e77dd829ce3b86404dabf15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5d9587e3ed4fae70.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: c17 +-- 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_c17_5d9587e3ed4fae70 +-- problem_id: v2p_c17_06c7c436d01bf0b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "release_year", COUNT(*) AS row_count +FROM "c17" +WHERE "rating" = 'TV-Y' +GROUP BY "type", "release_year" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5e87cafbbac99abe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5e87cafbbac99abe.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc700d6ccbd21bb6499bdbff86aa91ea72e5a7c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5e87cafbbac99abe.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_5e87cafbbac99abe +-- problem_id: v2p_c17_b2a70ec0bebe31d2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "type", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "type") AS "avg_measure" +FROM "c17" +WHERE "type" IS NOT NULL + AND "type" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5f7bc3111abfd834.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5f7bc3111abfd834.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbf695239dd6e90bad38ed1aee8da171bd500cd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5f7bc3111abfd834.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_5f7bc3111abfd834 +-- problem_id: v2p_c17_38414121dd3fd3cb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_62d16fe52ca1c024.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_62d16fe52ca1c024.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f66cda8487e664d574718d347e7a0d4e410e1ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_62d16fe52ca1c024.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_62d16fe52ca1c024 +-- problem_id: v2p_c17_69bf882dc9dd67ee +-- realization_mode: agent +-- source_kind: agent +SELECT "duration", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "duration" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6411fce0476ff52a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6411fce0476ff52a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2cee79fb2130bd921cf6a8ca38a8d013b4d4810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6411fce0476ff52a.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: c17 +-- 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_c17_6411fce0476ff52a +-- problem_id: v2p_c17_24b30140242ed4ce +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "release_year" +) +SELECT "release_year", + 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/c17/sql/v2q_c17_64eef8553e19add0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_64eef8553e19add0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a42021522d50fe46aa97faefe3631973bf00be24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_64eef8553e19add0.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_64eef8553e19add0 +-- problem_id: v2p_c17_489fc8775b5610d9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_68456fb1fb16c2a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_68456fb1fb16c2a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..889d2a46072ff91a30ff0f0e51217e30a492bbfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_68456fb1fb16c2a3.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_68456fb1fb16c2a3 +-- problem_id: v2p_c17_13cb040933dc28a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "date_added", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +GROUP BY "type", "date_added" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_690010ae3669afeb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_690010ae3669afeb.sql new file mode 100644 index 0000000000000000000000000000000000000000..c56651242f8e51d849c636d6ea3d0ba4fd98d5e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_690010ae3669afeb.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_690010ae3669afeb +-- problem_id: v2p_c17_66416db6c5fa6fb4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "duration", SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' + GROUP BY "duration" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."duration", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_694043cb08f9b445.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_694043cb08f9b445.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a3559b23c5aa432817ca552823044d37f451a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_694043cb08f9b445.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_694043cb08f9b445 +-- problem_id: v2p_c17_38ee99cb2488f64f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "type", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "type") AS avg_measure +FROM "c17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69707630e2b5f459.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69707630e2b5f459.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea9f21477736a8ebde1e3fa613a372cbd7eace9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69707630e2b5f459.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_69707630e2b5f459 +-- problem_id: v2p_c17_62fcce97a3b5c916 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("release_year" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_698b4f7d1bbd329c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_698b4f7d1bbd329c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6eaa4ad351880893edcd634f920954e667871e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_698b4f7d1bbd329c.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_698b4f7d1bbd329c +-- problem_id: v2p_c17_dbcf48d1fdd494dc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS total_rows, + SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "duration" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69ea826f95ed77a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69ea826f95ed77a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f24f4a0976f8ef7c522ffa1083cc7ae10103636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_69ea826f95ed77a0.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_69ea826f95ed77a0 +-- problem_id: v2p_c17_da345897263d1301 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "show_id", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "show_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6af8d0a96e4a24b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6af8d0a96e4a24b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d65d2ae8d443fef50de90dad742eba5a82ed054c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6af8d0a96e4a24b8.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: c17 +-- 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_c17_6af8d0a96e4a24b8 +-- problem_id: v2p_c17_f98c10ce856fc7ce +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "duration" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "duration" +), 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/c17/sql/v2q_c17_6b00f81f84750d53.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b00f81f84750d53.sql new file mode 100644 index 0000000000000000000000000000000000000000..04cf61861ebc912533549afcc2d5a2eba8544f2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b00f81f84750d53.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_6b00f81f84750d53 +-- problem_id: v2p_c17_e9e298137f0adf5d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b74b3ff9ec621e7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b74b3ff9ec621e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8eb1dd72d6a3e4fda44b0460c72aada86ab16d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b74b3ff9ec621e7.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: c17 +-- 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_c17_6b74b3ff9ec621e7 +-- problem_id: v2p_c17_feb55879f52cec97 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "rating" +HAVING COUNT(*) >= 5 +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6be4b859467786df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6be4b859467786df.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff7623b43bf32bfe6ab46ffb8860373b0fcd5d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6be4b859467786df.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: c17 +-- 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_c17_6be4b859467786df +-- problem_id: v2p_c17_fd26390675763eaa +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c17" +GROUP BY "rating" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6c869e5af9040f06.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6c869e5af9040f06.sql new file mode 100644 index 0000000000000000000000000000000000000000..0464b33658539c15a1efc61587048af700b154f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6c869e5af9040f06.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_6c869e5af9040f06 +-- problem_id: v2p_c17_2d654c62d943d364 +-- realization_mode: agent +-- source_kind: agent +SELECT + "rating", + "duration", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "rating") AS share_within_group +FROM "c17" +WHERE "rating" IS NOT NULL + AND "rating" <> '' + AND "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "rating", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d857e39cb0619a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d857e39cb0619a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5810149404a6bc7641e685139279f5234b7414f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d857e39cb0619a0.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_6d857e39cb0619a0 +-- problem_id: v2p_c17_6cbb441608831773 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("release_year" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d8b7fa6a31368c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d8b7fa6a31368c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..30f68aed3e932227641be863d0a5e4e19c6a09f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6d8b7fa6a31368c4.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: c17 +-- 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_c17_6d8b7fa6a31368c4 +-- problem_id: v2p_c17_053d1c0bec0373f4 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", COUNT(*) AS "row_count" +FROM "c17" +GROUP BY "release_year" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6e0e202ca7499c4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6e0e202ca7499c4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..37a2214966d99727063e167981cd8b925dd45f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6e0e202ca7499c4d.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_6e0e202ca7499c4d +-- problem_id: v2p_c17_7d50b9858ba49099 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", SUM(CAST(NULLIF("release_year", '') AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "rating" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f33f54e77902efd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f33f54e77902efd.sql new file mode 100644 index 0000000000000000000000000000000000000000..65b49120597e5e2ab99212e15771c92b3420582c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f33f54e77902efd.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_6f33f54e77902efd +-- problem_id: v2p_c17_c8be8e0c23a88ec2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "title", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "title" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f776119515cac22.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f776119515cac22.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a83f9e03e44030f3021e28d3edbb01db069e4fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f776119515cac22.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_6f776119515cac22 +-- problem_id: v2p_c17_cf5cd05211efefb7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f9f3cde067ed904.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f9f3cde067ed904.sql new file mode 100644 index 0000000000000000000000000000000000000000..36e691433025b9204d4d5e2a9a9a92436ced2d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6f9f3cde067ed904.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: c17 +-- 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_c17_6f9f3cde067ed904 +-- problem_id: v2p_c17_57c30fbf7e8cd47d +-- realization_mode: agent +-- source_kind: agent +SELECT "type", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "type" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_78c40f436bab0d80.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_78c40f436bab0d80.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebb166fd6d47ab09f52bb82df240b8da4f3a8df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_78c40f436bab0d80.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_78c40f436bab0d80 +-- problem_id: v2p_c17_fa99314b4842e82d +-- realization_mode: agent +-- source_kind: agent +SELECT "type", SUM(CAST("release_year" AS INTEGER)) AS "total_measure" +FROM "c17" +GROUP BY "type" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_79a33e2daff1efc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_79a33e2daff1efc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..015474db75c284b8bdd90ab8ffaa37df384c1ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_79a33e2daff1efc0.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_79a33e2daff1efc0 +-- problem_id: v2p_c17_1aea8f7a6d4ba2e9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "release_year", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7a2975b1c8e205ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7a2975b1c8e205ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ad584f3c9b3017050c6fe6a9ced6a8c886d0afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7a2975b1c8e205ce.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_7a2975b1c8e205ce +-- problem_id: v2p_c17_df67fb8dfff19409 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS group_value + FROM "c17" + GROUP BY "rating" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."rating", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7adffef7bbd7593b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7adffef7bbd7593b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0a285446e4c8e6eddb9f20ec94ac1d77fdab3e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_7adffef7bbd7593b.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_7adffef7bbd7593b +-- problem_id: v2p_c17_de4c4912ef937d0d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "rating", + COUNT(*) AS total_rows, + SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "rating" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_80bc201da1b705c2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_80bc201da1b705c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc06968856abbbd4cc3f46146e78ceca2acf130b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_80bc201da1b705c2.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_80bc201da1b705c2 +-- problem_id: v2p_c17_0a881d9166ec5017 +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + "date_added", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +WHERE TRIM(COALESCE("release_year", '')) <> '' +GROUP BY "type", "date_added" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8110658b504ef3fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8110658b504ef3fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..05dae397a1618531b987265df5e8c98f3d51a82d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8110658b504ef3fe.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_8110658b504ef3fe +-- problem_id: v2p_c17_815e699085b8440a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "cast", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "cast" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8134075520374aa7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8134075520374aa7.sql new file mode 100644 index 0000000000000000000000000000000000000000..851ba243b00405687da47bd21bb5c53fe8465492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8134075520374aa7.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: c17 +-- 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_c17_8134075520374aa7 +-- problem_id: v2p_c17_58512a53f5a6d492 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", COUNT(*) AS row_count +FROM "c17" +GROUP BY "type" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_814c15841852d542.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_814c15841852d542.sql new file mode 100644 index 0000000000000000000000000000000000000000..23104a4d41d9f7265f45cc4a046fc8b14678ccd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_814c15841852d542.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_814c15841852d542 +-- problem_id: v2p_c17_6391509dc5cdb4aa +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year" AS "group_col", + "release_year" AS "item_col", + SUM(CAST("release_year" AS REAL)) AS "total_measure", + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "release_year") AS "share_within_group" +FROM "c17" +WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "release_year", "release_year" +ORDER BY "share_within_group" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_830ead77c6e2db37.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_830ead77c6e2db37.sql new file mode 100644 index 0000000000000000000000000000000000000000..5df7f28e72c7b61d76a4010a5811ad940eb98c89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_830ead77c6e2db37.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: c17 +-- 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_c17_830ead77c6e2db37 +-- problem_id: v2p_c17_b566602b7336edd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", "duration", COUNT(*) AS "row_count" +FROM "c17" +WHERE "type" = 'Movie' +GROUP BY "release_year", "duration" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83457d770177c124.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83457d770177c124.sql new file mode 100644 index 0000000000000000000000000000000000000000..df7c3c099043a142a4e6c53db622079c3e5680a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83457d770177c124.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_83457d770177c124 +-- problem_id: v2p_c17_e57569f5f75c8211 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "duration", + "listed_in", + SUM(CAST("release_year" AS INTEGER)) AS "total_measure" + FROM "c17" + WHERE NULLIF(TRIM("duration"), '') IS NOT NULL + AND NULLIF(TRIM("listed_in"), '') IS NOT NULL + AND NULLIF(TRIM("release_year"), '') IS NOT NULL + GROUP BY "duration", "listed_in" +), +"eligible_groups" AS ( + SELECT "duration" + FROM "c17" + WHERE NULLIF(TRIM("duration"), '') IS NOT NULL + AND NULLIF(TRIM("release_year"), '') IS NOT NULL + GROUP BY "duration" + HAVING COUNT(*) >= 5 +) +SELECT + "grouped"."duration", + "grouped"."listed_in", + "grouped"."total_measure", + "grouped"."total_measure" * 100.0 + / SUM("grouped"."total_measure") OVER (PARTITION BY "grouped"."duration") AS "share_within_group" +FROM "grouped" +JOIN "eligible_groups" + ON "grouped"."duration" = "eligible_groups"."duration" +ORDER BY "share_within_group" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83518fc4c2a17489.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83518fc4c2a17489.sql new file mode 100644 index 0000000000000000000000000000000000000000..538616e357e12001a3c620eb403489b56941f831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83518fc4c2a17489.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_83518fc4c2a17489 +-- problem_id: v2p_c17_27cef86f26a41175 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS tail_bucket + FROM "c17" + WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +) +SELECT "release_year" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("release_year" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_844721d5a72bd3e4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_844721d5a72bd3e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeb0aec6ea7d9b99d2468ee32efba32458dc3834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_844721d5a72bd3e4.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_844721d5a72bd3e4 +-- problem_id: v2p_c17_abf4c7de62c4afcc +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "type", + CAST("release_year" AS INTEGER) AS "release_year_num", + ROW_NUMBER() OVER ( + PARTITION BY "type" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "type") AS "cnt" + FROM "c17" + WHERE TRIM(COALESCE("release_year", '')) <> '' +), +"positions" AS ( + SELECT DISTINCT + "type", + 1.0 + 0.95 * ("cnt" - 1) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + THEN CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + ELSE CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."type", + p."pos", + p."lo_rn", + p."hi_rn", + lo."release_year_num" AS "lo_val", + hi."release_year_num" AS "hi_val" + FROM "positions" AS p + JOIN "ordered" AS lo + ON lo."type" = p."type" + AND lo."rn" = p."lo_rn" + JOIN "ordered" AS hi + ON hi."type" = p."type" + AND hi."rn" = p."hi_rn" +) +SELECT + "type", + CASE + WHEN "lo_rn" = "hi_rn" THEN 1.0 * "lo_val" + ELSE "lo_val" + ("pos" - "lo_rn") * ("hi_val" - "lo_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_85e91d223e22f910.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_85e91d223e22f910.sql new file mode 100644 index 0000000000000000000000000000000000000000..87b78f5caf0769665c1eb8d184b3c4b12739231a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_85e91d223e22f910.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_85e91d223e22f910 +-- problem_id: v2p_c17_d38424946c4e01b5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "type", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "type") AS "avg_measure" +FROM "c17" +WHERE "type" IS NOT NULL + AND TRIM("type") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_87098e4fe9754f19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_87098e4fe9754f19.sql new file mode 100644 index 0000000000000000000000000000000000000000..20233006daa94e0de44e6c279b06d020f786c5a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_87098e4fe9754f19.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_87098e4fe9754f19 +-- problem_id: v2p_c17_c8b13846443d8eb6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_888ae650889c9365.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_888ae650889c9365.sql new file mode 100644 index 0000000000000000000000000000000000000000..977f3111d807e882c1e4eab0a65c396d5f4d5917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_888ae650889c9365.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_888ae650889c9365 +-- problem_id: v2p_c17_dff5e198aa0ffa93 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("release_year" AS INTEGER) AS "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +) +SELECT "release_year" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "release_year" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8e94c906ee91a3e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8e94c906ee91a3e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..8441abbe6a2db7fddd0167868f29f414df81598a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8e94c906ee91a3e0.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_8e94c906ee91a3e0 +-- problem_id: v2p_c17_7fd833306ec4fdf8 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "type", + SUM(CAST("release_year" AS INTEGER)) AS "group_value" + FROM "c17" + WHERE "type" IS NOT NULL + AND TRIM("type") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' + GROUP BY "type" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + "g"."type", + "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.05 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9096bf8dcb3ccbf0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9096bf8dcb3ccbf0.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbf57d0149699e46d4e5d64a8913d8beac99321e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9096bf8dcb3ccbf0.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_9096bf8dcb3ccbf0 +-- problem_id: v2p_c17_7b62cc3ea318b1e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", "show_id", + SUM(CAST("release_year" AS REAL)) AS total_measure, + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "release_year") AS share_within_group +FROM "c17" +GROUP BY "release_year", "show_id" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90b7ee40d2492138.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90b7ee40d2492138.sql new file mode 100644 index 0000000000000000000000000000000000000000..823923868f44ca26365a2a8713a6902aecaac0cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90b7ee40d2492138.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_90b7ee40d2492138 +-- problem_id: v2p_c17_705391b08b645e45 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90ddd93a7f471a19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90ddd93a7f471a19.sql new file mode 100644 index 0000000000000000000000000000000000000000..baeadb75bbf1dd5e781a56165b310dfef3577863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90ddd93a7f471a19.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: c17 +-- 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_c17_90ddd93a7f471a19 +-- problem_id: v2p_c17_aad97f4880bcb1b3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "rating", + COUNT(*) AS support +FROM "c17" +GROUP BY "rating" +ORDER BY support ASC, "rating" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_91f3561e0d5344dd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_91f3561e0d5344dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..61eff4b32f523eb8b04711f80da6a488a356958b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_91f3561e0d5344dd.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_91f3561e0d5344dd +-- problem_id: v2p_c17_54fada0a3f78837c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS total_rows, + SUM(CASE WHEN "cast" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "cast" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "duration" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9275bff8d858d750.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9275bff8d858d750.sql new file mode 100644 index 0000000000000000000000000000000000000000..807b3e587f51d256ea36445734acbbf901ab6e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9275bff8d858d750.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_9275bff8d858d750 +-- problem_id: v2p_c17_4551b4d3326c8dca +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", COUNT("release_year") AS group_value + FROM "c17" + GROUP BY "release_year" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."release_year", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_95e22084b0a69d4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_95e22084b0a69d4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8836a07c96e4de19718532e7bf9892234be00b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_95e22084b0a69d4d.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_95e22084b0a69d4d +-- problem_id: v2p_c17_35ddfbea5ff2b63c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "duration", SUM(CAST("release_year" AS REAL)) AS group_value + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' + GROUP BY "duration" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."duration", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_984fc16ad62724d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_984fc16ad62724d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0920c4c45370986a0450f2ef94ff015ce3f9925b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_984fc16ad62724d9.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: c17 +-- 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_c17_984fc16ad62724d9 +-- problem_id: v2p_c17_8875458af7e6d310 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "type", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "type" +) +SELECT "type", + 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/c17/sql/v2q_c17_9b094946082201df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9b094946082201df.sql new file mode 100644 index 0000000000000000000000000000000000000000..60861a4aa8782fafcc3641a6fbadac5d91d4f727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9b094946082201df.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_9b094946082201df +-- problem_id: v2p_c17_9585da3f83e9d410 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("release_year" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9c31d94a1bec8f65.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9c31d94a1bec8f65.sql new file mode 100644 index 0000000000000000000000000000000000000000..b687c82bdb780a7853889a19d8a177ba51d8b25e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9c31d94a1bec8f65.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: c17 +-- 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_c17_9c31d94a1bec8f65 +-- problem_id: v2p_c17_5317f780ca433f71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", + SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count + FROM "c17" + GROUP BY "release_year" +) +SELECT "release_year", + 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/c17/sql/v2q_c17_9d11d9b047e510ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9d11d9b047e510ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..82d3e39c73e4e51c4d45864d1ba477ab077065db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9d11d9b047e510ae.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_9d11d9b047e510ae +-- problem_id: v2p_c17_4fd170232985edb7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "rating", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "rating") AS "avg_measure" +FROM "c17" +WHERE "rating" IS NOT NULL + AND "rating" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a07ae567f2edfcf6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a07ae567f2edfcf6.sql new file mode 100644 index 0000000000000000000000000000000000000000..8eaf59197f48a156ed6f843718f3dad3fb2dc26e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a07ae567f2edfcf6.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: c17 +-- 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_c17_a07ae567f2edfcf6 +-- problem_id: v2p_c17_fba4d99e315942bb +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a3c23b6882a97a7b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a3c23b6882a97a7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2edfa845ed06af6c6c9d3570b1340ee06d9c1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a3c23b6882a97a7b.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_a3c23b6882a97a7b +-- problem_id: v2p_c17_a76574f0594fae2d +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "duration", + SUM(CAST("release_year" AS INTEGER)) AS "group_value" + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' + GROUP BY "duration" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."duration", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a666639a94d0756d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a666639a94d0756d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a874e17efe680791712e8c49f76a7d6e144100b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a666639a94d0756d.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_a666639a94d0756d +-- problem_id: v2p_c17_4452d588434f30b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a66d7c5439d46b83.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a66d7c5439d46b83.sql new file mode 100644 index 0000000000000000000000000000000000000000..d53dfdad0905a1ef3ca059bc6522f4bd1a672e25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a66d7c5439d46b83.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: c17 +-- 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_c17_a66d7c5439d46b83 +-- problem_id: v2p_c17_50dbc01002eb92dd +-- realization_mode: agent +-- source_kind: agent +SELECT "type", COUNT(*) AS row_count +FROM "c17" +GROUP BY "type" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82110dff834939e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82110dff834939e.sql new file mode 100644 index 0000000000000000000000000000000000000000..221f13f6f0452a6ca11b5d16b80be7ae638b595e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82110dff834939e.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_a82110dff834939e +-- problem_id: v2p_c17_d1a1aef2ad933227 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("release_year" AS INTEGER) AS "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +) +SELECT "release_year" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "release_year" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82f14a7369356fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82f14a7369356fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d132666dff92012c68f959367ea139c7a6d8bb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a82f14a7369356fe.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: c17 +-- 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_c17_a82f14a7369356fe +-- problem_id: v2p_c17_cf979a787aa4a2b8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rating" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "rating" +) +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/c17/sql/v2q_c17_aaff873cf057636a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_aaff873cf057636a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9347a9a6081ff203d59bc100fa5689a9a4342fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_aaff873cf057636a.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_aaff873cf057636a +-- problem_id: v2p_c17_9052f734d14e43f0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year", + CAST("release_year" AS INTEGER) AS "percentile_measure" +FROM "c17" +WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +GROUP BY "release_year" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ac07d9117cc8abe5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ac07d9117cc8abe5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9e764135100ae737dbec560d534f7d073e7d17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ac07d9117cc8abe5.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: c17 +-- 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_c17_ac07d9117cc8abe5 +-- problem_id: v2p_c17_bf3c50453e29f892 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c17" +GROUP BY "release_year" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae1c6851c9aa8f25.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae1c6851c9aa8f25.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea703d42fd068852dfdeaeae2aeed8e4dbf066f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae1c6851c9aa8f25.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_ae1c6851c9aa8f25 +-- problem_id: v2p_c17_cc6c88d7535e9224 +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + "description", + SUM(CAST(NULLIF("release_year", '') AS INTEGER)) AS total_measure, + SUM(CAST(NULLIF("release_year", '') AS INTEGER)) * 100.0 + / SUM(SUM(CAST(NULLIF("release_year", '') AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +WHERE NULLIF("release_year", '') IS NOT NULL +GROUP BY "type", "description" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e0e60e86bfe1b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e0e60e86bfe1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..12ab5519466c5d4662e9605b69328754d155a669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e0e60e86bfe1b.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_ae8e0e60e86bfe1b +-- problem_id: v2p_c17_73e9593263e8e708 +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + "description", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +GROUP BY "type", "description" +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e82cd947f4842.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e82cd947f4842.sql new file mode 100644 index 0000000000000000000000000000000000000000..274241af3fe28641af43a2ebf6ab5a8e7e4735de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ae8e82cd947f4842.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_ae8e82cd947f4842 +-- problem_id: v2p_c17_166c753a626c69e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", SUM(CAST("release_year" AS NUMERIC)) AS total_measure +FROM "c17" +GROUP BY "release_year" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b240a22a8506590a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b240a22a8506590a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a62838ebcb91611c26c02aeb3a2471d3ebcf3d5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b240a22a8506590a.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_b240a22a8506590a +-- problem_id: v2p_c17_96187ebd1773de04 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", SUM(CAST("release_year" AS INTEGER)) AS "total_measure" +FROM "c17" +GROUP BY "type" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b498594ac1526c0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b498594ac1526c0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..66cd167f29d9e36cf8d2c90380d54137d81fc606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b498594ac1526c0b.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_b498594ac1526c0b +-- problem_id: v2p_c17_e7c1cf15770500da +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "type", + CAST("release_year" AS INTEGER) AS "release_year_num", + CUME_DIST() OVER ( + PARTITION BY "type" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "cd" + FROM "c17" + WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +) +SELECT + "type", + MIN("release_year_num") AS "percentile_measure" +FROM "ranked" +WHERE "cd" >= 0.9 +GROUP BY "type" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b4f2f9a2ff71dde9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b4f2f9a2ff71dde9.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bb9d8b0d08c94cf1db77b691b0928f185118e6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b4f2f9a2ff71dde9.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_b4f2f9a2ff71dde9 +-- problem_id: v2p_c17_00577095f73c0a3c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "release_year", + COUNT(*) AS total_rows, + SUM(CASE WHEN "cast" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "cast" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "release_year" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b567b884e500663a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b567b884e500663a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e415da780d381484cc1272730ec52e62c1317bbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b567b884e500663a.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_b567b884e500663a +-- problem_id: v2p_c17_b51f7cb92cf7d51d +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "rating" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b5c13c4171d582ef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b5c13c4171d582ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..a761bc5b9a033f83909917b0d93d8ccaeb26af8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b5c13c4171d582ef.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_b5c13c4171d582ef +-- problem_id: v2p_c17_071f919e064e7854 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "type", SUM(CAST("release_year" AS REAL)) AS group_value + FROM "c17" + WHERE "release_year" IS NOT NULL AND "release_year" <> '' + GROUP BY "type" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."type", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b61994d3dacc9c9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b61994d3dacc9c9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..47d60e3ff32396040fd7ea6094326e55bf63f2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b61994d3dacc9c9c.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_b61994d3dacc9c9c +-- problem_id: v2p_c17_49dcee60c2ff6672 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", SUM(CAST("release_year" AS INTEGER)) AS "total_measure" +FROM "c17" +GROUP BY "release_year" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b6acad91f8cddd28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b6acad91f8cddd28.sql new file mode 100644 index 0000000000000000000000000000000000000000..b854c0f0e8817ab6abaf26ec1c327a09c7add561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b6acad91f8cddd28.sql @@ -0,0 +1,73 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_b6acad91f8cddd28 +-- problem_id: v2p_c17_8504cb818dcb2154 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "duration", + CAST("release_year" AS INTEGER) AS "release_year_num" + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +), +"ordered" AS ( + SELECT + "duration", + "release_year_num", + ROW_NUMBER() OVER ( + PARTITION BY "duration" + ORDER BY "release_year_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "duration" + ) AS "n" + FROM "base" +), +"params" AS ( + SELECT DISTINCT + "duration", + "n", + (1.0 + (0.9 * ("n" - 1))) AS "target_pos", + CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + (0.9 * ("n" - 1))) = CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) + THEN CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) + ELSE CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" + WHERE "n" >= 5 +) +SELECT + o."duration", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END) + ELSE + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END) + + ( + p."target_pos" - p."lower_rn" + ) * ( + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."release_year_num" END) - + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END) + ) + END AS "percentile_measure" +FROM "ordered" AS o +JOIN "params" AS p + ON o."duration" = p."duration" +GROUP BY + o."duration", + p."target_pos", + p."lower_rn", + p."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b7b08c05366d385d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b7b08c05366d385d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0364dea13d1f7233657df71409b7aacd491c608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b7b08c05366d385d.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_b7b08c05366d385d +-- problem_id: v2p_c17_e929afba1076a20b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "rating", + CAST("release_year" AS INTEGER) AS "release_year_int", + CUME_DIST() OVER ( + PARTITION BY "rating" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "cum_dist", + COUNT(*) OVER ( + PARTITION BY "rating" + ) AS "group_size" + FROM "c17" + WHERE "rating" IS NOT NULL + AND "rating" <> '' + AND "release_year" GLOB '[0-9][0-9][0-9][0-9]' +) +SELECT + "rating", + MIN("release_year_int") AS "percentile_measure" +FROM "ranked" +WHERE "cum_dist" >= 0.95 + AND "group_size" >= 5 +GROUP BY "rating" +ORDER BY "percentile_measure" DESC, "rating" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ba27f68317157bd2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ba27f68317157bd2.sql new file mode 100644 index 0000000000000000000000000000000000000000..49332c53ad3c50a14bf742a9377857234b981d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ba27f68317157bd2.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_ba27f68317157bd2 +-- problem_id: v2p_c17_070b7e64ef5f6c19 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "cast" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "cast" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_baa18092215896a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_baa18092215896a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a47a200de400db0e77aaee2f982beea114eabf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_baa18092215896a6.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_baa18092215896a6 +-- problem_id: v2p_c17_3ca600d54ff760e9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year" AS "release_year_group", + "release_year" AS "release_year_item", + SUM(CAST("release_year" AS REAL)) AS "total_measure", + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "release_year") AS "share_within_group" +FROM "c17" +WHERE "release_year" IS NOT NULL AND "release_year" <> '' +GROUP BY "release_year", "release_year" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bacf57957a6c326f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bacf57957a6c326f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ec5fe2089ff2d00f91e527efa30f291e726177c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bacf57957a6c326f.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_bacf57957a6c326f +-- problem_id: v2p_c17_96067bac57219176 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("release_year" AS INTEGER) AS "release_year", + CAST("release_year" AS INTEGER) AS percentile_measure +FROM "c17" +WHERE TRIM(COALESCE("release_year", '')) <> '' +GROUP BY CAST("release_year" AS INTEGER) +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc3e2715dc50eca1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc3e2715dc50eca1.sql new file mode 100644 index 0000000000000000000000000000000000000000..511c13818bdcdffd62bce412d8a3daa25d294988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc3e2715dc50eca1.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_bc3e2715dc50eca1 +-- problem_id: v2p_c17_aa989972fd915b02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc566ebfafd4992b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc566ebfafd4992b.sql new file mode 100644 index 0000000000000000000000000000000000000000..9590660bc48e2c33d1e3e4af134a91a3be96199c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc566ebfafd4992b.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_bc566ebfafd4992b +-- problem_id: v2p_c17_c5a84e7ca7bbbb6b +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year", + CAST("release_year" AS INTEGER) AS "percentile_measure" +FROM "c17" +WHERE "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "release_year" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bcf561e04203e5ac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bcf561e04203e5ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99738271994d67f3f87846142972ba8d38ee58a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bcf561e04203e5ac.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_bcf561e04203e5ac +-- problem_id: v2p_c17_ee62de37b52a0250 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", "show_id", + SUM(CAST("release_year" AS REAL)) AS "total_measure", + 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" +FROM "c17" +WHERE TRIM(COALESCE("release_year", '')) <> '' +GROUP BY "release_year", "show_id" +ORDER BY "share_within_group" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bdabb33f6cf90350.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bdabb33f6cf90350.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e663903b792d545b5ceaa0e2da52aab02538689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bdabb33f6cf90350.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_bdabb33f6cf90350 +-- problem_id: v2p_c17_9be947cfd312065c +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "rating", + CAST("release_year" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "rating" + ORDER BY CAST("release_year" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "rating") AS "cnt" + FROM "c17" + WHERE "rating" IS NOT NULL + AND TRIM("rating") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +), +"params" AS ( + SELECT + "rating", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) < ((("cnt" - 1) * 0.95) + 1.0) + THEN CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + END AS "upper_rn" + FROM "ordered" + GROUP BY "rating", "cnt" +), +"bounds" AS ( + SELECT + p."rating", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value" + FROM "params" AS p + JOIN "ordered" AS o + ON o."rating" = p."rating" + GROUP BY p."rating", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "rating", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bee08e4d45c69c46.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bee08e4d45c69c46.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc660563082fab93b56c4070c3b26dc3aaffff3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bee08e4d45c69c46.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_bee08e4d45c69c46 +-- problem_id: v2p_c17_d8d790d350405268 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "duration", + CAST("release_year" AS INTEGER) AS "release_year_num", + ROW_NUMBER() OVER ( + PARTITION BY "duration" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "duration") AS "cnt" + FROM "c17" + WHERE "duration" IS NOT NULL + AND "duration" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +), +"picked" AS ( + SELECT + "duration", + "release_year_num" AS "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" = CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 +) +SELECT + "duration", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC, + "duration" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c2f5d44d89870b35.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c2f5d44d89870b35.sql new file mode 100644 index 0000000000000000000000000000000000000000..019ca8110ef495411e721caa3ceefeb862e7731a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c2f5d44d89870b35.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_c2f5d44d89870b35 +-- problem_id: v2p_c17_b8dcd27ad44c6bd8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "rating", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "rating") AS avg_measure +FROM "c17" +WHERE "rating" IS NOT NULL + AND TRIM("rating") <> '' + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c5b56bb702fc0554.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c5b56bb702fc0554.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac6f4b4e0029df6f94164483435979eff8d214b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c5b56bb702fc0554.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_c5b56bb702fc0554 +-- problem_id: v2p_c17_e396c335e67ffcdc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS "avg_measure" +FROM "c17" +WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c6884bd73a9cd9cf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c6884bd73a9cd9cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..b74af4265e8933f0600c6772bcf708f59bd0dd10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c6884bd73a9cd9cf.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_c6884bd73a9cd9cf +-- problem_id: v2p_c17_218e3ea46b259eb7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year", + MAX(CAST("release_year" AS INTEGER)) AS percentile_measure +FROM "c17" +WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +GROUP BY "release_year" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c7f2d49319a06030.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c7f2d49319a06030.sql new file mode 100644 index 0000000000000000000000000000000000000000..92d293a2f025abebde20ecb823d22e96dc4544ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c7f2d49319a06030.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: c17 +-- 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_c17_c7f2d49319a06030 +-- problem_id: v2p_c17_27a1eccfe54a23c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "release_year", "rating", COUNT(*) AS row_count +FROM "c17" +WHERE "duration" = '90 min' +GROUP BY "release_year", "rating" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c8a1aef305bd2e04.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c8a1aef305bd2e04.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ca3314d34053784d1cef817c10ea24c80a94e96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c8a1aef305bd2e04.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_c8a1aef305bd2e04 +-- problem_id: v2p_c17_253e9385a5612488 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "type", SUM(CAST(NULLIF("release_year", '') AS INTEGER)) AS group_value + FROM "c17" + GROUP BY "type" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."type", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c9d59aa4e68845de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c9d59aa4e68845de.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4602261c0a1de65e1e2c527620ff63418d24f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c9d59aa4e68845de.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: c17 +-- 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_c17_c9d59aa4e68845de +-- problem_id: v2p_c17_f3a585b44075acb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "duration", COUNT(*) AS "row_count" +FROM "c17" +GROUP BY "duration" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cb1e1911cb7cd895.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cb1e1911cb7cd895.sql new file mode 100644 index 0000000000000000000000000000000000000000..54d4eb9f2b10d7187d361c251442b836cc0467b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cb1e1911cb7cd895.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_cb1e1911cb7cd895 +-- problem_id: v2p_c17_69e21e8d327f17a6 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "type" AS "group_col", + CAST("release_year" AS REAL) AS "measure" + FROM "c17" + WHERE "type" IS NOT NULL + AND "release_year" IS NOT NULL + AND TRIM("release_year") <> '' +), +"ordered" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "n" + FROM "base" +), +"params" AS ( + SELECT + "group_col", + (("n" - 1) * 0.95) + 1.0 AS "h", + CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) AS "lo_rn", + CASE + WHEN ((("n" - 1) * 0.95) + 1.0) = CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) + THEN CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) + ELSE CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" + GROUP BY "group_col", "n" +), +"picked" AS ( + SELECT + p."group_col", + p."h", + MAX(CASE WHEN o."rn" = p."lo_rn" THEN o."measure" END) AS "lo_val", + MAX(CASE WHEN o."rn" = p."hi_rn" THEN o."measure" END) AS "hi_val" + FROM "params" AS p + JOIN "ordered" AS o + ON o."group_col" = p."group_col" + GROUP BY p."group_col", p."h" +) +SELECT + "group_col" AS "type", + CASE + WHEN "lo_val" IS NULL THEN NULL + WHEN "hi_val" IS NULL THEN "lo_val" + ELSE "lo_val" + (("h" - CAST("h" AS INTEGER)) * ("hi_val" - "lo_val")) + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cc26623359f7e7a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cc26623359f7e7a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..87e96f03c7fccfee0e3d4acbc949b0eb95d6e915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cc26623359f7e7a3.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_cc26623359f7e7a3 +-- problem_id: v2p_c17_1e3260a728ea69f7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "country" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cd2bc1fdecc08932.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cd2bc1fdecc08932.sql new file mode 100644 index 0000000000000000000000000000000000000000..f62e05ddd583cbb6566c243221931bfaa0fa4967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cd2bc1fdecc08932.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_cd2bc1fdecc08932 +-- problem_id: v2p_c17_ee3ccf9bb7cd84b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "listed_in", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "listed_in" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d130e8a77ee3ac27.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d130e8a77ee3ac27.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c9e7d15387e195b333c6fa0ff90aae30ae7d266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d130e8a77ee3ac27.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_d130e8a77ee3ac27 +-- problem_id: v2p_c17_46e89ddabe8d5a12 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS avg_measure +FROM "c17" +WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> "" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d170fb14ca45307b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d170fb14ca45307b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b2446f65353d2e81d2803e5abc6b3e1dd6c9661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d170fb14ca45307b.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: c17 +-- 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_c17_d170fb14ca45307b +-- problem_id: v2p_c17_eb2719e8502b27da +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "rating", COUNT(*) AS "row_count" +FROM "c17" +WHERE "duration" = '91 min' +GROUP BY "type", "rating" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d2d2da5d23f0f211.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d2d2da5d23f0f211.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6bdd253708ddce9972b4a4924b323de177d80d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d2d2da5d23f0f211.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: c17 +-- 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_c17_d2d2da5d23f0f211 +-- problem_id: v2p_c17_4115dc95e6d94222 +-- realization_mode: agent +-- source_kind: agent +SELECT + "release_year", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "release_year" +ORDER BY "support" ASC, "release_year" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81083cc49ca61ad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81083cc49ca61ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..6683e502ad1b9f2e508b312073231ba3c6e68e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81083cc49ca61ad.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c17_d81083cc49ca61ad +-- problem_id: v2p_c17_f63b3cf4c8f023e4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "release_year", + AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS "avg_measure" +FROM "c17" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81d7775a36990c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81d7775a36990c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d9784d9c75982de45075fa0d2ba7d8794509890 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d81d7775a36990c1.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c17_d81d7775a36990c1 +-- problem_id: v2p_c17_8db85306cc638b89 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "duration", + CAST("release_year" AS INTEGER) AS "release_year_int", + COUNT(*) OVER (PARTITION BY "duration") AS "cnt", + CUME_DIST() OVER ( + PARTITION BY "duration" + ORDER BY CAST("release_year" AS INTEGER) + ) AS "cd" + FROM "c17" + WHERE COALESCE(TRIM("duration"), '') <> '' + AND COALESCE(TRIM("release_year"), '') <> '' +) +SELECT + "duration", + MIN("release_year_int") AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "cd" >= 0.95 +GROUP BY "duration" +ORDER BY "percentile_measure" DESC, "duration" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d8af18624e999d03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d8af18624e999d03.sql new file mode 100644 index 0000000000000000000000000000000000000000..a24723f1230ee6e2e87de651efd4a054125d0e63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d8af18624e999d03.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c17_d8af18624e999d03 +-- problem_id: v2p_c17_c685ace0861a4a9a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("release_year" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da51c0affede7910.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da51c0affede7910.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca732fa79970780c0158c10009ed602cf4d0ab5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da51c0affede7910.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: c17 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c17_da51c0affede7910 +-- problem_id: v2p_c17_c74c30d5d286c46f +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure +FROM "c17" +GROUP BY "rating" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da57039a1afc454d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da57039a1afc454d.sql new file mode 100644 index 0000000000000000000000000000000000000000..48f420735706fea35d047b7ea1e3322b684f7933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da57039a1afc454d.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_da57039a1afc454d +-- problem_id: v2p_c17_d356dc16d890e34d +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", "title", + SUM(CAST("release_year" AS REAL)) AS total_measure, + SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "rating") AS share_within_group +FROM "c17" +GROUP BY "rating", "title" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da60b59d75e20028.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da60b59d75e20028.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c93fea1a16a748dd1b56409976dd86209198b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da60b59d75e20028.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_da60b59d75e20028 +-- problem_id: v2p_c17_62c280bdd21e9947 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "release_year", SUM(CAST("release_year" AS REAL)) AS group_value + FROM "c17" + WHERE "release_year" IS NOT NULL + AND TRIM("release_year") <> '' + GROUP BY "release_year" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."release_year", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da840f0222f60e2d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da840f0222f60e2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb87a365ff2d50235172237a4fefe0a4264a1c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_da840f0222f60e2d.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: c17 +-- 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_c17_da840f0222f60e2d +-- problem_id: v2p_c17_6b37a708682fe0ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "type" +ORDER BY "support" ASC, "type" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_daf72b40a62eeab0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_daf72b40a62eeab0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bf0d2dc665ba529605f0ba4fbf54c808f246a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_daf72b40a62eeab0.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_daf72b40a62eeab0 +-- problem_id: v2p_c17_7344c93f8b68a723 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "duration" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dcf957361c4b827d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dcf957361c4b827d.sql new file mode 100644 index 0000000000000000000000000000000000000000..423163b377ea62698a80fe3ec58c3e8f63c4a0c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dcf957361c4b827d.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: c17 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c17_dcf957361c4b827d +-- problem_id: v2p_c17_3532e876320f4a71 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "director", + COUNT(*) AS support, + AVG("release_year") AS avg_response +FROM "c17" +GROUP BY "director" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfc6ff6d8f4b7337.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfc6ff6d8f4b7337.sql new file mode 100644 index 0000000000000000000000000000000000000000..47ce9b82efdfa9b4704f4f3b64e8fa0af7b28d99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfc6ff6d8f4b7337.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c17_dfc6ff6d8f4b7337 +-- problem_id: v2p_c17_fe246bcf0fc735d9 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("release_year" AS INTEGER) AS "release_year", + NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket" + FROM "c17" +) +SELECT "release_year" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "release_year" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfef4d6eaf37190f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfef4d6eaf37190f.sql new file mode 100644 index 0000000000000000000000000000000000000000..02b05348509e0780abc900a2aff02984d4039a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfef4d6eaf37190f.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_dfef4d6eaf37190f +-- problem_id: v2p_c17_c8affb14b194cc12 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS total_rows, + SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "duration" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1b2076c1bb1b913.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1b2076c1bb1b913.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a5d21abd5dccc32ce2537e292da7b311b77c740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1b2076c1bb1b913.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_e1b2076c1bb1b913 +-- problem_id: v2p_c17_975549add78a26c2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "type", SUM(CAST("release_year" AS NUMERIC)) AS group_value + FROM "c17" + GROUP BY "type" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."type", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1e8445dcc7d51a1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1e8445dcc7d51a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9b51b501d843bacd1a7b422e9b0ee6b6ad4c2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1e8445dcc7d51a1.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: c17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c17_e1e8445dcc7d51a1 +-- problem_id: v2p_c17_10f56d4a7621a44c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "rating", + SUM(CAST(NULLIF("release_year", '') AS REAL)) AS group_value + FROM "c17" + GROUP BY "rating" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."rating", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e2862eb3a7de4d80.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e2862eb3a7de4d80.sql new file mode 100644 index 0000000000000000000000000000000000000000..5208d9850274c767b03a7014b9e5fa4f1a11720d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e2862eb3a7de4d80.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_e2862eb3a7de4d80 +-- problem_id: v2p_c17_897ed53e281472ab +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "cast", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group +FROM "c17" +WHERE "cast" IS NOT NULL + AND "cast" <> '' + AND "release_year" IS NOT NULL + AND "release_year" <> '' +GROUP BY "type", "cast" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e531f100c2557a12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e531f100c2557a12.sql new file mode 100644 index 0000000000000000000000000000000000000000..6990a261acb6467aa9fd7a4704cf29d33d0ec545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e531f100c2557a12.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: c17 +-- 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_c17_e531f100c2557a12 +-- problem_id: v2p_c17_e1ac564ca8b362c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", "rating", COUNT(*) AS row_count +FROM "c17" +WHERE CAST("release_year" AS INTEGER) >= 2019 +GROUP BY "type", "rating" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea0f78a371f42d6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea0f78a371f42d6d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed751a11f2191ec43e0889b607187139e89433b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea0f78a371f42d6d.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: c17 +-- 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_c17_ea0f78a371f42d6d +-- problem_id: v2p_c17_13fab5e104feda5a +-- realization_mode: agent +-- source_kind: agent +SELECT + "type", + COUNT(*) AS "support" +FROM "c17" +GROUP BY "type" +ORDER BY "support" ASC, "type" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea1a0577073ad200.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea1a0577073ad200.sql new file mode 100644 index 0000000000000000000000000000000000000000..4528965bf8ee95980ba37345acb2aef2b2276ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea1a0577073ad200.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c17_ea1a0577073ad200 +-- problem_id: v2p_c17_891af62c04bb6a26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "duration" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "duration" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ef2e680a385b15de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ef2e680a385b15de.sql new file mode 100644 index 0000000000000000000000000000000000000000..b03a040c81912fb8789c59f664a078e147f8e180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ef2e680a385b15de.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: c17 +-- 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_c17_ef2e680a385b15de +-- problem_id: v2p_c17_a635e81a29b347c0 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c17" +GROUP BY "rating" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f14d58feca924f5c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f14d58feca924f5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..28e249f09e71f30c24826dd70a5d726447a63611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f14d58feca924f5c.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: c17 +-- 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_c17_f14d58feca924f5c +-- problem_id: v2p_c17_65a22fd257ef1171 +-- realization_mode: agent +-- source_kind: agent +SELECT "type", + AVG(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "type" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f1a1f26071238502.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f1a1f26071238502.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd242c3ad812bd1e000a4a284be10104d46e727f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f1a1f26071238502.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c17_f1a1f26071238502 +-- problem_id: v2p_c17_82dbc643113ae71b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "type", + COUNT(*) AS total_rows, + SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17" +GROUP BY "type" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f89040ecbc8394e1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f89040ecbc8394e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4cbc177bda5a6a1c0071f7c7d330e0162574c5ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f89040ecbc8394e1.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: c17 +-- 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_c17_f89040ecbc8394e1 +-- problem_id: v2p_c17_bde5ab0c4d64703d +-- realization_mode: agent +-- source_kind: agent +SELECT "type", + AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate +FROM "c17" +GROUP BY "type" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fc846a808619d119.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fc846a808619d119.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b679a46c8e73b049f25c099f206753cd9fe9a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fc846a808619d119.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: c17 +-- 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_c17_fc846a808619d119 +-- problem_id: v2p_c17_43fd61bd9af9c480 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "type" AS value_label, COUNT(*) AS support + FROM "c17" + GROUP BY "type" +) +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/c17/sql/v2q_c17_fcf0fda9cc46ce65.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fcf0fda9cc46ce65.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cfbedb5ed82027924faa547cd71a369f9b2159e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fcf0fda9cc46ce65.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: c17 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c17_fcf0fda9cc46ce65 +-- problem_id: v2p_c17_c0aed40c75b132ec +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "duration" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "duration" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fe1cd5791698df5e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fe1cd5791698df5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4616b1c984f3b5d4adb415c230cf2d6f2e19982c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_fe1cd5791698df5e.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: c17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c17_fe1cd5791698df5e +-- problem_id: v2p_c17_95b828b1ae90c402 +-- realization_mode: agent +-- source_kind: agent +SELECT "rating", "title", + SUM(CAST("release_year" AS INTEGER)) AS total_measure, + SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "rating") AS share_within_group +FROM "c17" +WHERE "rating" IS NOT NULL AND "rating" <> '' + AND "title" IS NOT NULL AND "title" <> '' + AND "release_year" IS NOT NULL AND "release_year" <> '' +GROUP BY "rating", "title" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a68d4eb020d82e55df828c35f47f867cdb27b33e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16294, "bytes_utf8": 16294, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 736, "bytes_utf8": 736, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16720, "cached_input_tokens": 12032, "output_tokens": 1004, "reasoning_output_tokens": 790}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..471e41f8b23a50ffef7570cfea3758e727f92596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_02ee1c24d49a0efb", + "api_calls": 0, + "input_tokens": 16720, + "cached_input_tokens": 12032, + "output_tokens": 1004, + "total_tokens": 17724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24342.49, + "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/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ca88f723e1f06b184a4f3ff617900afde24dce7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:06.490807+00:00", + "ended_at": "2026-05-19T15:42:30.833340+00:00", + "elapsed_ms": 24342.49, + "prompt_metrics": { + "chars": 16294, + "bytes_utf8": 16294, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1142, + "bytes_utf8": 1142, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 736, + "bytes_utf8": 736, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16720, + "cached_input_tokens": 12032, + "output_tokens": 1004, + "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/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84f70c63c222789f5107e346a3391acda3572030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=URL_of_Anchor, condition_col=URL_of_Anchor.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "URL_of_Anchor", + "condition_col": "URL_of_Anchor", + "condition_value": "0", + "positive_value": "0", + "negative_value": "-1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a55d5db6db44da6c5bdcae84590d132884be150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-c798-79f1-a583-a17191e82417"} +{"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 \\\"URL_of_Anchor\\\",\\n SUM(CASE WHEN \\\"URL_of_Anchor\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"URL_of_Anchor\\\" = '-1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"URL_of_Anchor\\\"\\n)\\nSELECT \\\"URL_of_Anchor\\\",\\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 of Two Conditions template with both \\\"group_col\\\" and \\\"condition_col\\\" bound to \\\"URL_of_Anchor\\\", using TEXT-safe literals '0' and '-1' from the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16720,"cached_input_tokens":12032,"output_tokens":1004,"reasoning_output_tokens":790}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86d7c682c2389a9c60bacfaab7dcc6b9f78be545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT \"URL_of_Anchor\",\n SUM(CASE WHEN \"URL_of_Anchor\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"URL_of_Anchor\" = '-1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c8\"\n GROUP BY \"URL_of_Anchor\"\n)\nSELECT \"URL_of_Anchor\",\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 of Two Conditions template with both \"group_col\" and \"condition_col\" bound to \"URL_of_Anchor\", using TEXT-safe literals '0' and '-1' from the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_02ee1c24d49a0efb/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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7051b26039710d7c5c2ca82648a165cebc01529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/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": "2026-05-19T15:55:57.980937+00:00", + "ended_at": "2026-05-19T15:56:01.110369+00:00", + "elapsed_ms": 3129.41, + "returncode": 1, + "prompt_metrics": { + "chars": 15653, + "bytes_utf8": 15653, + "lines": 468, + "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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12c0bfc78f0dedfdb0fff48b7a43b32f2816b44c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:02.113093+00:00", + "ended_at": "2026-05-19T15:56:05.079460+00:00", + "elapsed_ms": 2966.32, + "returncode": 1, + "prompt_metrics": { + "chars": 15653, + "bytes_utf8": 15653, + "lines": 468, + "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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..690a74f5728e7c204874c2b486854ecb2c815794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Page_Rank, measure_col=URL_Length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Page_Rank", + "measure_col": "URL_Length", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..690a74f5728e7c204874c2b486854ecb2c815794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Page_Rank, measure_col=URL_Length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Page_Rank", + "measure_col": "URL_Length", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d065fc2228c672e8e4a809e9980cbc6ac50358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-77a5-70e3-a9e1-3979f1b26366"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05fb15eccd38aa9fd59cefcf4f3ce38ef04e9ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-77a5-70e3-a9e1-3979f1b26366"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ab3685ffb1bcbd3d73b1e264ed83c981c7252cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-87da-7f31-a5d7-cd82c2bc6587"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a099263c0d88fb0016d18c55f73d847ca2504c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-87da-7f31-a5d7-cd82c2bc6587"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/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/c8/artifacts/v2q_c8_052d1933ffde95ca/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/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/c8/artifacts/v2q_c8_05ec960275179032/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e18f5dcaf91e66648922b4934103f489eb88ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15739, "bytes_utf8": 15739, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16572, "cached_input_tokens": 12032, "output_tokens": 479, "reasoning_output_tokens": 347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3940d8aac52d8ded8b70008af909680768a29b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_05ec960275179032", + "api_calls": 0, + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 479, + "total_tokens": 17051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12505.42, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7a92da88491c01e36945e76b8c65148faa6b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:43.636053+00:00", + "ended_at": "2026-05-19T16:00:56.141521+00:00", + "elapsed_ms": 12505.42, + "prompt_metrics": { + "chars": 15739, + "bytes_utf8": 15739, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 479, + "reasoning_output_tokens": 347 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12f4e542964e6646b2b83685682079db335ef28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=having_Sub_Domain, condition_col=having_Sub_Domain.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "having_Sub_Domain", + "condition_col": "having_Sub_Domain", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f971b367c01a811948a2e5630ae7d834f4a70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-d395-7761-9098-9d75829d38f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"having_Sub_Domain\\\",\\n AVG(CASE WHEN \\\"having_Sub_Domain\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col and condition_col both bound to \\\"having_Sub_Domain\\\". Since the grouping column matches the condition column, the resulting rate is deterministic for each grouped value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16572,"cached_input_tokens":12032,"output_tokens":479,"reasoning_output_tokens":347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9b1830f5dd722259a2427d97637628d93aed14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"having_Sub_Domain\",\n AVG(CASE WHEN \"having_Sub_Domain\" = '1' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c8\"\nGROUP BY \"having_Sub_Domain\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with group_col and condition_col both bound to \"having_Sub_Domain\". Since the grouping column matches the condition column, the resulting rate is deterministic for each grouped value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_05ec960275179032/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/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7c53de55b4932a8c0db1ff22f3fc22a4e6fd502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16019, "bytes_utf8": 16019, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16643, "cached_input_tokens": 12032, "output_tokens": 445, "reasoning_output_tokens": 275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca375a196d2e358e7d7e5ba307b53599cbbe1fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_0902dbd4883f7de4", + "api_calls": 0, + "input_tokens": 16643, + "cached_input_tokens": 12032, + "output_tokens": 445, + "total_tokens": 17088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10212.06, + "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/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d47c0d1edca03090e5d0426178911fc0270b8de1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:13.446917+00:00", + "ended_at": "2026-05-19T15:49:23.659104+00:00", + "elapsed_ms": 10212.06, + "prompt_metrics": { + "chars": 16019, + "bytes_utf8": 16019, + "lines": 468, + "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": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16643, + "cached_input_tokens": 12032, + "output_tokens": 445, + "reasoning_output_tokens": 275 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ad725f80a57b84a89666abb9c79abc0d00c7a0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=SFH, measure_col=popUpWidnow.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "SFH", + "measure_col": "popUpWidnow", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc95294c8693297fffc2f6bbef24d7ccc33cb29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-4b72-74c0-81b0-6e7f738ee28a"} +{"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 \\\"SFH\\\", SUM(CAST(\\\"popUpWidnow\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"SFH\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"SFH\\\", 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=\\\"SFH\\\" and measure_col=\\\"popUpWidnow\\\". Cast the measure to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16643,"cached_input_tokens":12032,"output_tokens":445,"reasoning_output_tokens":275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6bbfe255cbd932f85ed64ef52cc91890d881030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"SFH\", SUM(CAST(\"popUpWidnow\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"SFH\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"SFH\", 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=\"SFH\" and measure_col=\"popUpWidnow\". Cast the measure to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0902dbd4883f7de4/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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42a179a18c102d990b21366b3db15d48e92d2a24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:26.835622+00:00", + "ended_at": "2026-05-19T16:05:30.072688+00:00", + "elapsed_ms": 3237.03, + "returncode": 1, + "prompt_metrics": { + "chars": 15474, + "bytes_utf8": 15474, + "lines": 466, + "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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2989bb748766c404bf0db9949c61188064ce7dfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:31.074749+00:00", + "ended_at": "2026-05-19T16:05:34.466279+00:00", + "elapsed_ms": 3391.49, + "returncode": 1, + "prompt_metrics": { + "chars": 15474, + "bytes_utf8": 15474, + "lines": 466, + "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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..217d60c44c876fbe4dbd23e1113548aee0346211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=having_IP_Address.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_IP_Address", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..217d60c44c876fbe4dbd23e1113548aee0346211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=having_IP_Address.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "having_IP_Address", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7b1d26f47e264f504bce68cb6f654f74df3984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-25e3-7380-affc-53f69338a0fe"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7cf79651bf45c5338fc146211b7b8a7eb0e80a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-25e3-7380-affc-53f69338a0fe"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..428797b964211ca9072d2f8086890f99826fea75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3645-7f23-82e5-a6a9b4d8c915"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eff0f1d40cfe05ff9a3dc2cf83ba3a9fa8a361d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3645-7f23-82e5-a6a9b4d8c915"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/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/c8/artifacts/v2q_c8_0b40cfd051bd67fb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0b40cfd051bd67fb/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/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e83512c6c8b83af08035a3bd13f4ee04141029c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15768, "bytes_utf8": 15768, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16576, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9f1f3c0a93d72c011d204bed14e94017efab1eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_0f29e6d8eb0b7d74", + "api_calls": 0, + "input_tokens": 16576, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 16894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9275.65, + "sql_execution_elapsed_ms_total": 3.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c03bccae686ea77d3d892de3f58f782e8850152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:00.463303+00:00", + "ended_at": "2026-05-19T16:00:09.738983+00:00", + "elapsed_ms": 9275.65, + "prompt_metrics": { + "chars": 15768, + "bytes_utf8": 15768, + "lines": 471, + "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": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16576, + "cached_input_tokens": 12032, + "output_tokens": 318, + "reasoning_output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3925b789e7dbb84e4ff29dfa0ba3b45a30f77c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=double_slash_redirecting, condition_col=double_slash_redirecting.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "double_slash_redirecting", + "condition_col": "double_slash_redirecting", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..317813df12645e3c79ef51959fcced25e77717dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-2acf-7a82-8e81-378d7d1b2e14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"double_slash_redirecting\\\",\\n AVG(CASE WHEN \\\"double_slash_redirecting\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"double_slash_redirecting\\\" and condition_value fixed to '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16576,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b963481dec6fd377940cbc351de176a2a3ecef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"double_slash_redirecting\",\n AVG(CASE WHEN \"double_slash_redirecting\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"double_slash_redirecting\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \"double_slash_redirecting\" and condition_value fixed to '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0f29e6d8eb0b7d74/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/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e8193c989735ee0df5649718c49e0696c189850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15911, "bytes_utf8": 15911, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16628, "cached_input_tokens": 15744, "output_tokens": 697, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3454abac6e22b1ca1e5192d1d95a21ebe8bdac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_114fbac149ae6140", + "api_calls": 0, + "input_tokens": 16628, + "cached_input_tokens": 15744, + "output_tokens": 697, + "total_tokens": 17325, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13304.58, + "sql_execution_elapsed_ms_total": 14.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67b56d3c18bdeb16b19de263d570ba2a825e2a4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:21.612457+00:00", + "ended_at": "2026-05-19T15:38:34.917079+00:00", + "elapsed_ms": 13304.58, + "prompt_metrics": { + "chars": 15911, + "bytes_utf8": 15911, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1060, + "bytes_utf8": 1060, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 680, + "bytes_utf8": 680, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16628, + "cached_input_tokens": 15744, + "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/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42300a1c75be81030af0bface36ca2c43e1a8c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Prefix_Suffix", + "item_col": "having_At_Symbol", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f68a972a766a29aa3f64925b0bab066b33a670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-591c-7853-818a-97473ee1cb02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\",\\n SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) AS total_measure,\\n SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER))) OVER (PARTITION BY \\\"Shortining_Service\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"Shortining_Service\\\", item_col=\\\"having_At_Symbol\\\", and measure_col=\\\"Prefix_Suffix\\\". CAST is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16628,"cached_input_tokens":15744,"output_tokens":697,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea160ad5d24aa5fbbc4e2ee93f08ef5c978cd9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Shortining_Service\", \"having_At_Symbol\",\n SUM(CAST(\"Prefix_Suffix\" AS INTEGER)) AS total_measure,\n SUM(CAST(\"Prefix_Suffix\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"Prefix_Suffix\" AS INTEGER))) OVER (PARTITION BY \"Shortining_Service\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Shortining_Service\", \"having_At_Symbol\"\nORDER BY share_within_group DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"Shortining_Service\", item_col=\"having_At_Symbol\", and measure_col=\"Prefix_Suffix\". CAST is applied because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/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/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea276c41985bb2cca8233604dd6fbea65220cf67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16556, "cached_input_tokens": 15744, "output_tokens": 553, "reasoning_output_tokens": 395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c94b0aa924f30518b99a2401d3336f00a71c35b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1782d23cd4ef9657", + "api_calls": 0, + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 553, + "total_tokens": 17109, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.02, + "sql_execution_elapsed_ms_total": 16.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc6544ad76008d300dbf3c46e7dd56e20252810c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:32.535470+00:00", + "ended_at": "2026-05-19T15:46:44.752529+00:00", + "elapsed_ms": 12217.02, + "prompt_metrics": { + "chars": 15644, + "bytes_utf8": 15644, + "lines": 466, + "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": 536, + "bytes_utf8": 536, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16556, + "cached_input_tokens": 15744, + "output_tokens": 553, + "reasoning_output_tokens": 395 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..332f26321c256d1f43ce984976ccb5f97b87e3dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=HTTPS_token.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "HTTPS_token", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..824692200e14429753828c9d0495cf40a46b4671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-d6eb-7c22-b0f0-5d2295694c70"} +{"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 \\\"HTTPS_token\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"HTTPS_token\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"HTTPS_token\\\" AS NUMERIC) DESC;\",\"notes\":\"Applied tpl_m4_quantile_tail_slice with measure_col=\\\"HTTPS_token\\\" and num_tiles=10. Because \\\"HTTPS_token\\\" is stored as TEXT in SQLite, the query casts it to NUMERIC for tail-bucket ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16556,"cached_input_tokens":15744,"output_tokens":553,"reasoning_output_tokens":395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51317e7af0fa6bff869e7dd52f4b71d2e70e5b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"HTTPS_token\",\n NTILE(10) OVER (ORDER BY CAST(\"HTTPS_token\" AS NUMERIC) DESC) AS \"tail_bucket\"\n FROM \"c8\"\n)\nSELECT \"HTTPS_token\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"HTTPS_token\" AS NUMERIC) DESC;","notes":"Applied tpl_m4_quantile_tail_slice with measure_col=\"HTTPS_token\" and num_tiles=10. Because \"HTTPS_token\" is stored as TEXT in SQLite, the query casts it to NUMERIC for tail-bucket ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1782d23cd4ef9657/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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6dbb2340e949d2770ccadb85d4f92a1ed32c80b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1922d40bec5cfef5", + "api_calls": 0, + "input_tokens": 16539, + "cached_input_tokens": 15744, + "output_tokens": 1540, + "total_tokens": 18079, + "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": 32773.11, + "sql_execution_elapsed_ms_total": 38.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2a6a8100b5a4c7b8aea32c982794eda190b592d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:19.896351+00:00", + "ended_at": "2026-05-19T15:52:23.376034+00:00", + "elapsed_ms": 3479.65, + "returncode": 1, + "prompt_metrics": { + "chars": 15644, + "bytes_utf8": 15644, + "lines": 468, + "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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eeb72fbd4539f7d66991392653b4acf1639a625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Result.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "DNSRecord", + "measure_col": "Result", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eeb72fbd4539f7d66991392653b4acf1639a625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Result.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "DNSRecord", + "measure_col": "Result", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8544238d9305a581d2e46f61bc494b2d8a4065d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-23c7-7a70-91df-16bc53821f77"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca898daf24058b1527fc22dc90099ab035a6e2e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-23c7-7a70-91df-16bc53821f77"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60325553fee3c10fb0eeaa0cac67f41e3140e0ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-354d-7323-b843-fa9654a5f77d"} +{"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 \\\"DNSRecord\\\",\\n CAST(\\\"Result\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"DNSRecord\\\"\\n ORDER BY CAST(\\\"Result\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"DNSRecord\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"DNSRecord\\\" IS NOT NULL\\n AND \\\"Result\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"DNSRecord\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((95 * \\\"cnt\\\") + 99) / 100\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \\\"DNSRecord\\\" group on CAST(\\\"Result\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16539,"cached_input_tokens":15744,"output_tokens":1540,"reasoning_output_tokens":1312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/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/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77b49c3ecfa7adb6c3fc36f920aa3f7020906bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16040, "bytes_utf8": 16040, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 15744, "output_tokens": 559, "reasoning_output_tokens": 357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a609fb7e45a99b96e9a6d083d6c0c28435e3b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1cb54972784722bd", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 559, + "total_tokens": 17204, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13334.68, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..999cf8e49f3c03134ac4de034ac8842659fee929 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:51.041181+00:00", + "ended_at": "2026-05-19T15:50:04.375885+00:00", + "elapsed_ms": 13334.68, + "prompt_metrics": { + "chars": 16040, + "bytes_utf8": 16040, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1130, + "bytes_utf8": 1130, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 559, + "reasoning_output_tokens": 357 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4372a81cd686761b1dca75314ce58d59b3fad06b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Abnormal_URL, measure_col=age_of_domain.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Abnormal_URL", + "measure_col": "age_of_domain", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..341ba32fb1395726589e4added7bde4d9ab15d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-de55-7712-b502-d5691c750e4b"} +{"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 \\\"Abnormal_URL\\\", SUM(CAST(\\\"age_of_domain\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Abnormal_URL\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Abnormal_URL\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"Abnormal_URL\\\" and measure_col=\\\"age_of_domain\\\". CAST is applied because the schema stores these numeric-discrete values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16645,"cached_input_tokens":15744,"output_tokens":559,"reasoning_output_tokens":357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e08fda010c949635d7809d9bb53a4493dba42b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"Abnormal_URL\", SUM(CAST(\"age_of_domain\" AS REAL)) AS \"group_value\"\n FROM \"c8\"\n GROUP BY \"Abnormal_URL\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"Abnormal_URL\", 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 Relative-to-Total Extreme Threshold template with group_col=\"Abnormal_URL\" and measure_col=\"age_of_domain\". CAST is applied because the schema stores these numeric-discrete values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1cb54972784722bd/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/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6860895d5d8d3d5b437fcc352d90c9ddf516ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=web_traffic, measure_col=Google_Index.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "web_traffic", + "measure_col": "Google_Index", + "item_col": "Page_Rank", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2ec05d5993e190f068fdb035dfece53239ef38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-abb1-7362-9055-4f12b0b8bed9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"web_traffic\\\",\\n \\\"Page_Rank\\\",\\n SUM(CAST(\\\"Google_Index\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Google_Index\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Google_Index\\\" AS REAL))) OVER (PARTITION BY \\\"web_traffic\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"web_traffic\\\", \\\"Page_Rank\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"web_traffic\\\", item_col=\\\"Page_Rank\\\", and measure_col=\\\"Google_Index\\\". CAST is used because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16624,"cached_input_tokens":12032,"output_tokens":700,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb1a2d791fa8f8f1345321e851d3e89e6bed7e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:29.530785+00:00", + "ended_at": "2026-05-19T16:06:33.284545+00:00", + "elapsed_ms": 3753.74, + "returncode": 1, + "prompt_metrics": { + "chars": 15599, + "bytes_utf8": 15599, + "lines": 468, + "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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc983f0e18de8b8ed8ea24ee60b234d13ffee9e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:34.286579+00:00", + "ended_at": "2026-05-19T16:06:37.634479+00:00", + "elapsed_ms": 3347.86, + "returncode": 1, + "prompt_metrics": { + "chars": 15599, + "bytes_utf8": 15599, + "lines": 468, + "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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8199f910e3e4abe4286b2974b310712b1590ae33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Domain_registeration_length, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Abnormal_URL", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8199f910e3e4abe4286b2974b310712b1590ae33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Domain_registeration_length, measure_col=Abnormal_URL.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Abnormal_URL", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f933ce62b764a8f0775c8e3872c2ab1bf35195f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1acf-7af0-818a-34e3236acc6e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b6a36117f7afffb804db883b29231e435dd0777 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1acf-7af0-818a-34e3236acc6e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c511c940e2d798b594d9c56afe07c126d74eacc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2d3f-7ca0-81c5-fc94822feac7"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1d368f3838dd7460dec62f91e17073a637202a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2d3f-7ca0-81c5-fc94822feac7"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/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/c8/artifacts/v2q_c8_1dca15f524ef2e5e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1dca15f524ef2e5e/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/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47fb5e520e41a20136963ab5d60a23c7c56c7d97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15914, "bytes_utf8": 15914, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16626, "cached_input_tokens": 12032, "output_tokens": 909, "reasoning_output_tokens": 728}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d42fc288308eb484e982f737ad3d7077fc4cf94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_1e11ca9db3121c24", + "api_calls": 0, + "input_tokens": 16626, + "cached_input_tokens": 12032, + "output_tokens": 909, + "total_tokens": 17535, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17607.38, + "sql_execution_elapsed_ms_total": 18.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d64547f20c3b70a412019731689a95400c2831c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:14.101658+00:00", + "ended_at": "2026-05-19T15:35:31.709085+00:00", + "elapsed_ms": 17607.38, + "prompt_metrics": { + "chars": 15914, + "bytes_utf8": 15914, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1088, + "bytes_utf8": 1088, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 696, + "bytes_utf8": 696, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16626, + "cached_input_tokens": 12032, + "output_tokens": 909, + "reasoning_output_tokens": 728 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f23457a24ccfc139188bf8cb1a6950ec100e839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Google_Index, measure_col=Statistical_report.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Statistical_report", + "item_col": "Links_pointing_to_page", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..deff369853bd599dafebb5c72955045e56f7ef75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-7ce9-7722-9bf7-023248b13da4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\",\\n SUM(CAST(\\\"Statistical_report\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"Statistical_report\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Statistical_report\\\" AS REAL))) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"Google_Index\\\", item_col=\\\"Links_pointing_to_page\\\", and measure_col=\\\"Statistical_report\\\". CAST is applied because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16626,"cached_input_tokens":12032,"output_tokens":909,"reasoning_output_tokens":728}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b50892a8c2cfa933ed4d87c565677c1bd781ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Google_Index\", \"Links_pointing_to_page\",\n SUM(CAST(\"Statistical_report\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"Statistical_report\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Statistical_report\" AS REAL))) OVER (PARTITION BY \"Google_Index\") AS \"share_within_group\"\nFROM \"c8\"\nGROUP BY \"Google_Index\", \"Links_pointing_to_page\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the planned within-group share template with group_col=\"Google_Index\", item_col=\"Links_pointing_to_page\", and measure_col=\"Statistical_report\". CAST is applied because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/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/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32a5bd2a7e53a174ebd8408e1af3e95f0284b669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15422, "bytes_utf8": 15422, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16494, "cached_input_tokens": 12032, "output_tokens": 344, "reasoning_output_tokens": 236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9b68738853abc1c45fb4fbd46d9d33fe6d23045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_21b0d890d12271cb", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 344, + "total_tokens": 16838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8755.47, + "sql_execution_elapsed_ms_total": 1.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e41a9c9a680691380d66ae95ec54a5e27553b71b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:01.119774+00:00", + "ended_at": "2026-05-19T16:04:09.875280+00:00", + "elapsed_ms": 8755.47, + "prompt_metrics": { + "chars": 15422, + "bytes_utf8": 15422, + "lines": 466, + "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": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 344, + "reasoning_output_tokens": 236 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c25eef8ca61550bb188f0b719c78ff5d3c878e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=having_IP_Address.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "having_IP_Address", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6355193fb3c8cdeb5a6efa488721d8319d1df517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-d6db-7d73-b1ae-960c603da034"} +{"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(\\\"having_IP_Address\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"having_IP_Address\\\" and measure_threshold fixed at 1.0. CAST is applied because the schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16494,"cached_input_tokens":12032,"output_tokens":344,"reasoning_output_tokens":236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ae9243b58fc66aa32e4fbcb8ffcad9492efc6a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"having_IP_Address\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"having_IP_Address\" and measure_threshold fixed at 1.0. CAST is applied because the schema stores this field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/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/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caf5cf2ad159ca910fd7fafed35182d5fc4df0f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15676, "bytes_utf8": 15676, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16543, "cached_input_tokens": 15744, "output_tokens": 1380, "reasoning_output_tokens": 1099}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c14d63e29ba442da4d044ac953c90e2545cc3b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_22a3affa76d6d00b", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1380, + "total_tokens": 17923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22363.42, + "sql_execution_elapsed_ms_total": 22.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a5038b3bf2bddb5157f0616fc84d464047ccd32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:29.331215+00:00", + "ended_at": "2026-05-19T15:56:51.694658+00:00", + "elapsed_ms": 22363.42, + "prompt_metrics": { + "chars": 15676, + "bytes_utf8": 15676, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1455, + "bytes_utf8": 1455, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16543, + "cached_input_tokens": 15744, + "output_tokens": 1380, + "reasoning_output_tokens": 1099 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..842c32c3c049bb9c45d7718e97f4b1fa958dc99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Google_Index, measure_col=Shortining_Service.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Google_Index", + "measure_col": "Shortining_Service", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..440557e733d88aeb55ac914b1d95b6911ff5a3b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f22a-75d0-9850-a29beb86a595"} +{"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 \\\"Google_Index\\\",\\n CAST(\\\"Shortining_Service\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Google_Index\\\"\\n ORDER BY CAST(\\\"Shortining_Service\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Google_Index\\\" IS NOT NULL\\n AND \\\"Shortining_Service\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Google_Index\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"Google_Index\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Google_Index\\\";\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"Google_Index\\\" via window functions. \\\"Shortining_Service\\\" is cast from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16543,"cached_input_tokens":15744,"output_tokens":1380,"reasoning_output_tokens":1099}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62e0d6b240e02a32537467229c8a93d5c89f626b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Google_Index\",\n CAST(\"Shortining_Service\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Google_Index\"\n ORDER BY CAST(\"Shortining_Service\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Google_Index\") AS \"cnt\"\n FROM \"c8\"\n WHERE \"Google_Index\" IS NOT NULL\n AND \"Shortining_Service\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Google_Index\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"Google_Index\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"Google_Index\";","notes":"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"Google_Index\" via window functions. \"Shortining_Service\" is cast from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_22a3affa76d6d00b/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/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c986c7c72238e7b402d7784fa1583258cf86ed5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16035, "bytes_utf8": 16035, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16641, "cached_input_tokens": 15744, "output_tokens": 466, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e18a8e00221ec1a2bbf5b4ea4dd218d5fae373f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_2b1e695d4db1a617", + "api_calls": 0, + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 466, + "total_tokens": 17107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9139.82, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..397515c651992e5d943bd2a67575a03bf0965005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:37.508887+00:00", + "ended_at": "2026-05-19T15:48:46.648735+00:00", + "elapsed_ms": 9139.82, + "prompt_metrics": { + "chars": 16035, + "bytes_utf8": 16035, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1021, + "bytes_utf8": 1021, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 654, + "bytes_utf8": 654, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16641, + "cached_input_tokens": 15744, + "output_tokens": 466, + "reasoning_output_tokens": 296 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd0f1a0c50adf9a69e37fef894cd7c9a6b50bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Links_in_tags, measure_col=RightClick.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "RightClick", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..056adf322ff2fb62df96758c6aa440da54b139a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-bf05-7ee1-900b-04d1ee4bd2fe"} +{"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 \\\"Links_in_tags\\\", SUM(CAST(\\\"RightClick\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Links_in_tags\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Links_in_tags\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"Links_in_tags\\\" and measure_col=\\\"RightClick\\\". CAST is used because the schema stores numeric-like values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16641,"cached_input_tokens":15744,"output_tokens":466,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d5fe22939bec52c0dcb200e764feaaabd9bc9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Links_in_tags\", SUM(CAST(\"RightClick\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"Links_in_tags\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Links_in_tags\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"Links_in_tags\" and measure_col=\"RightClick\". CAST is used because the schema stores numeric-like values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2b1e695d4db1a617/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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0c85b36145e94a5c585a4b5295249e8ac7f0c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15405, "bytes_utf8": 15405, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 15405, "bytes_utf8": 15405, "lines": 466, "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": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16494, "cached_input_tokens": 12032, "output_tokens": 267, "reasoning_output_tokens": 160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..576657e03e191bbc68cfdc3b8a720773abfb0d91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_2d12448e009bb91a", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 16761, + "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": 13566.03, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c73fa359fa4852146b4b6723549643566027c088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:06.508314+00:00", + "ended_at": "2026-05-19T16:03:11.520114+00:00", + "elapsed_ms": 5011.77, + "returncode": 1, + "prompt_metrics": { + "chars": 15405, + "bytes_utf8": 15405, + "lines": 466, + "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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91f48b200d075d1e48173a58f4e0061774a48b78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/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": "2026-05-19T16:03:12.521949+00:00", + "ended_at": "2026-05-19T16:03:21.076254+00:00", + "elapsed_ms": 8554.26, + "prompt_metrics": { + "chars": 15405, + "bytes_utf8": 15405, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 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": 16494, + "cached_input_tokens": 12032, + "output_tokens": 267, + "reasoning_output_tokens": 160 + } + }, + "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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3a4e7339f79f2852d044ceada56a0968708ac36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Page_Rank.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Page_Rank", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3a4e7339f79f2852d044ceada56a0968708ac36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Page_Rank.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Page_Rank", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4109811c161646239ce7fbb28450d8142cd498 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0194-7712-87a1-52ecd021823c"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6b59529ff636f545af27c8ecf38910597d5dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0194-7712-87a1-52ecd021823c"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..972f96dad85354c774e0ed9612bc225c01a617c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1924-7f73-8b14-25289c155472"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Page_Rank\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"Page_Rank\\\" and threshold fixed at 1.0; cast to REAL because the column is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16494,"cached_input_tokens":12032,"output_tokens":267,"reasoning_output_tokens":160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df2c521f622b2d1e18b6dbf1deff4f125b8ff1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"Page_Rank\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c8\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"Page_Rank\" and threshold fixed at 1.0; cast to REAL because the column 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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/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/c8/artifacts/v2q_c8_2d12448e009bb91a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d12448e009bb91a/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/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18385b465d25ebb96c54ba654886455d8013139f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15908, "bytes_utf8": 15908, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 669, "bytes_utf8": 669, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16626, "cached_input_tokens": 15744, "output_tokens": 697, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea6c6171a14f14d3c7766bbdc12837e9782fe65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_3a26141f6c89c771", + "api_calls": 0, + "input_tokens": 16626, + "cached_input_tokens": 15744, + "output_tokens": 697, + "total_tokens": 17323, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13514.19, + "sql_execution_elapsed_ms_total": 11.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8663a4b58dbe1fb07848e2880000bb2ec91d29ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:04.419722+00:00", + "ended_at": "2026-05-19T15:36:17.933937+00:00", + "elapsed_ms": 13514.19, + "prompt_metrics": { + "chars": 15908, + "bytes_utf8": 15908, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1051, + "bytes_utf8": 1051, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16626, + "cached_input_tokens": 15744, + "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/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..863502b918371f4dc376e52e83233d464a2fa803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Links_pointing_to_page, measure_col=Result.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Links_pointing_to_page", + "measure_col": "Result", + "item_col": "Statistical_report", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4000845b4e276dc3cce6617bdc8f9d541f55d46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-414d-7372-a91d-33a3e31e3bf5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Links_pointing_to_page\\\",\\n \\\"Statistical_report\\\",\\n SUM(CAST(\\\"Result\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Result\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Result\\\" AS REAL))) OVER (PARTITION BY \\\"Links_pointing_to_page\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_pointing_to_page\\\", \\\"Statistical_report\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"Links_pointing_to_page\\\", item_col=\\\"Statistical_report\\\", and measure_col=\\\"Result\\\". CAST is used because the schema stores these values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16626,"cached_input_tokens":15744,"output_tokens":697,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e65264c896fee138429013e066a84724b166f3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Links_pointing_to_page\",\n \"Statistical_report\",\n SUM(CAST(\"Result\" AS REAL)) AS total_measure,\n SUM(CAST(\"Result\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Result\" AS REAL))) OVER (PARTITION BY \"Links_pointing_to_page\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Links_pointing_to_page\", \"Statistical_report\"\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"Links_pointing_to_page\", item_col=\"Statistical_report\", and measure_col=\"Result\". CAST is used because the schema stores these values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/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/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f97e5d246ca27b627e87e45f76c0431ed3e178b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_3dd8fed36d825d53", + "api_calls": 0, + "input_tokens": 16494, + "cached_input_tokens": 12032, + "output_tokens": 467, + "total_tokens": 16961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11833.86, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eedd00c15b94394f4e1ac711f65c88d0054f66bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Statistical_report.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Statistical_report", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c3578736d4f5e15a94a0407aa1ad6e976f4eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-826c-7c43-8182-51d6ec4b32cf"} +{"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(\\\"Statistical_report\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Applied tpl_threshold_rarity_cdf with measure_col bound to \\\"Statistical_report\\\" and threshold fixed at 1.0. CAST to REAL is used because the column is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16494,"cached_input_tokens":12032,"output_tokens":467,"reasoning_output_tokens":358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/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/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7815461208795622ff273e5a46900872c019fc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15782, "bytes_utf8": 15782, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16572, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a91c9e99715b0bd4a7c948374ba1de9d4a05127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4446c8a3c488be62", + "api_calls": 0, + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 16942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12011.16, + "sql_execution_elapsed_ms_total": 4.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5279b2e9413959d90db73c981dba7c4ffefb2822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:24.107733+00:00", + "ended_at": "2026-05-19T16:01:36.118935+00:00", + "elapsed_ms": 12011.16, + "prompt_metrics": { + "chars": 15782, + "bytes_utf8": 15782, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16572, + "cached_input_tokens": 12032, + "output_tokens": 370, + "reasoning_output_tokens": 255 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f260ebd03d843ac07ea849fe9609ab4a5bb9cb5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Domain_registeration_length", + "condition_col": "Domain_registeration_length", + "condition_value": "-1", + "positive_value": "-1", + "negative_value": "1", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cfc7aad6c3c997777cd239e1f4544ad9c7f826b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-7180-7063-b277-94c4c3cf8fef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Domain_registeration_length\\\",\\n AVG(CASE WHEN \\\"Domain_registeration_length\\\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Domain_registeration_length\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate using \\\"Domain_registeration_length\\\" as both the grouping column and condition column, measuring the share of rows in each group where the value equals '-1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16572,"cached_input_tokens":12032,"output_tokens":370,"reasoning_output_tokens":255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8209847d60e493e07d12219bed1af61d0da14e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Domain_registeration_length\",\n AVG(CASE WHEN \"Domain_registeration_length\" = '-1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c8\"\nGROUP BY \"Domain_registeration_length\"\nORDER BY condition_rate DESC;","notes":"Grouped condition rate using \"Domain_registeration_length\" as both the grouping column and condition column, measuring the share of rows in each group where the value equals '-1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4446c8a3c488be62/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/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29bc96bad45f537f8f3c15bd9cb32132a39f8c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15650, "bytes_utf8": 15650, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16558, "cached_input_tokens": 15744, "output_tokens": 458, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb89396b2c9a7f1efeb35073976b377d2be35643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_4bb8f099eeeb46ff", + "api_calls": 0, + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 458, + "total_tokens": 17016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14992.2, + "sql_execution_elapsed_ms_total": 17.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b909c86d8ac82517c94032bede052813a391f9a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:34.981332+00:00", + "ended_at": "2026-05-19T15:45:49.973567+00:00", + "elapsed_ms": 14992.2, + "prompt_metrics": { + "chars": 15650, + "bytes_utf8": 15650, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1209, + "bytes_utf8": 1209, + "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": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16558, + "cached_input_tokens": 15744, + "output_tokens": 458, + "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/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1e2c86c89730ec4f5a72b9ad29017d477e83c93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=SSLfinal_State.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "SSLfinal_State", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6a4b2e78ac1f3cf0859c81f00768e86b2d73766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-f60b-7d51-82f4-9b93e2a79f8a"} +{"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 1990000, Requested 17193. Please try again in 215ms. 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 \\\"SSLfinal_State\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"SSLfinal_State\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC;\",\"notes\":\"Uses the provided Quantile Tail Slice template on \\\"SSLfinal_State\\\". The column is stored as TEXT in SQLite, so it is cast to INTEGER for correct descending tail bucketing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16558,"cached_input_tokens":15744,"output_tokens":458,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6af60f236c649c1c38d27578611862aa5b59205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"SSLfinal_State\",\n NTILE(10) OVER (ORDER BY CAST(\"SSLfinal_State\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c8\"\n)\nSELECT \"SSLfinal_State\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"SSLfinal_State\" AS INTEGER) DESC;","notes":"Uses the provided Quantile Tail Slice template on \"SSLfinal_State\". The column is stored as TEXT in SQLite, so it is cast to INTEGER for correct descending tail bucketing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/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/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..516b5c775b96bdbde0b1ec0266646d7dce7f3541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15750, "bytes_utf8": 15750, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16577, "cached_input_tokens": 15744, "output_tokens": 333, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea5f3c72110cbf6f9a45f260253cfae0bed2a23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_58283ffc3f1f0a9c", + "api_calls": 0, + "input_tokens": 16577, + "cached_input_tokens": 15744, + "output_tokens": 333, + "total_tokens": 16910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9352.7, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..416efe6e78ea1b2022a1742896231d5b6bcc8dc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:43.796435+00:00", + "ended_at": "2026-05-19T15:59:53.149168+00:00", + "elapsed_ms": 9352.7, + "prompt_metrics": { + "chars": 15750, + "bytes_utf8": 15750, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 500, + "bytes_utf8": 500, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16577, + "cached_input_tokens": 15744, + "output_tokens": 333, + "reasoning_output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e001d0adeeeaafd22f846331c6a947cdd36b071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=having_At_Symbol, condition_col=having_At_Symbol.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "having_At_Symbol", + "condition_col": "having_At_Symbol", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f676d1bc16bab604d974583c63f0a5206cc87036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-e9a8-7a42-ad66-670627b3971a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"having_At_Symbol\\\",\\n AVG(CASE WHEN \\\"having_At_Symbol\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested template with both group_col and condition_col bound to \\\"having_At_Symbol\\\". Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group '1' and 0.0 for group '-1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16577,"cached_input_tokens":15744,"output_tokens":333,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e9f6ea08b799791540aad2e70f9b29f8928335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"having_At_Symbol\",\n AVG(CASE WHEN \"having_At_Symbol\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested template with both group_col and condition_col bound to \"having_At_Symbol\". Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group '1' and 0.0 for group '-1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58283ffc3f1f0a9c/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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad93457d57de67cdafc2cc9dbd70bf7db6bb8916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:12.180184+00:00", + "ended_at": "2026-05-19T16:02:15.560204+00:00", + "elapsed_ms": 3379.99, + "returncode": 1, + "prompt_metrics": { + "chars": 15696, + "bytes_utf8": 15696, + "lines": 471, + "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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf69f8f9010688bc614715427943b2791382ca59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:16.561980+00:00", + "ended_at": "2026-05-19T16:02:19.468714+00:00", + "elapsed_ms": 2906.66, + "returncode": 1, + "prompt_metrics": { + "chars": 15696, + "bytes_utf8": 15696, + "lines": 471, + "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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52181ec4f02fa2a1687a232def2a1884866d59fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=port, condition_col=port.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52181ec4f02fa2a1687a232def2a1884866d59fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=port, condition_col=port.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "port", + "condition_col": "port", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96b5b070af5717d3ce7290c3193242399d067f55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2d6d-7021-8522-626f590050d8"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c13b6599cd9f22ec9fc7d22e825658489554f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2d6d-7021-8522-626f590050d8"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc3ab5a6d4287233982608f9eb0b5f0ec808c93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3e75-79b0-a733-8743f8e207db"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c90f5e1b2e92c9bd81482f5509c56dde9b748d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3e75-79b0-a733-8743f8e207db"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/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/c8/artifacts/v2q_c8_58820733d8185379/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_58820733d8185379/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/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5dd85ecd5a86c1620033291e7ecac9fe4ee7198d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:02.896105+00:00", + "ended_at": "2026-05-19T16:09:06.034291+00:00", + "elapsed_ms": 3138.16, + "returncode": 1, + "prompt_metrics": { + "chars": 15544, + "bytes_utf8": 15544, + "lines": 468, + "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/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9969182c20674f811d137e1ab2c19acef9ad6209 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15503, "bytes_utf8": 15503, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 4480, "output_tokens": 382, "reasoning_output_tokens": 280}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4eec12035f46be6ab10e99d6d60c4b206c0eb081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_6b4d23c22d3734a4", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 4480, + "output_tokens": 382, + "total_tokens": 16889, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9999.66, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a480b518ab622425027efe14f0d965c752dc558d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.324270+00:00", + "ended_at": "2026-05-19T15:28:28.323956+00:00", + "elapsed_ms": 9999.66, + "prompt_metrics": { + "chars": 15503, + "bytes_utf8": 15503, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 4480, + "output_tokens": 382, + "reasoning_output_tokens": 280 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afe14c7d328c78d4a827022d260e6fbfa008de07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_IP_Address, measure_col=having_IP_Address.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_IP_Address", + "measure_col": "having_IP_Address", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c922cafd0371c2e680aff4e267bd082b8ae38fff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-24ff-7b62-9392-292cf3dd864f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_IP_Address\\\", SUM(CAST(\\\"having_IP_Address\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col and measure_col both bound to \\\"having_IP_Address\\\". CAST is included because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":4480,"output_tokens":382,"reasoning_output_tokens":280}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97505e1f73e727af9ebac0c4c0f96efee5a6f106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"having_IP_Address\", SUM(CAST(\"having_IP_Address\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_IP_Address\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned grouped-sum template with group_col and measure_col both bound to \"having_IP_Address\". CAST is included because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6b4d23c22d3734a4/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/c8/artifacts/v2q_c8_729fa4d52a230db8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_729fa4d52a230db8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..facdc19ae86672a4a033c02e6824b0637c42bc92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_729fa4d52a230db8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15884, "bytes_utf8": 15884, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16625, "cached_input_tokens": 12032, "output_tokens": 699, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acb72a1a5aa4b5f81fd5303343e937522567e63f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15366, "bytes_utf8": 15366, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 259, "bytes_utf8": 259, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16476, "cached_input_tokens": 12032, "output_tokens": 176, "reasoning_output_tokens": 99}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77eb76899dbba1b9f3cf6898c6eef12fbefd91c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_72c72786623cbcca", + "api_calls": 0, + "input_tokens": 16476, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 16652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.69, + "sql_execution_elapsed_ms_total": 3.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e48e201bfce9b11e837f3709cfe053f631a99234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:32.982523+00:00", + "ended_at": "2026-05-19T15:32:47.165235+00:00", + "elapsed_ms": 14182.69, + "prompt_metrics": { + "chars": 15366, + "bytes_utf8": 15366, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1272, + "bytes_utf8": 1272, + "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": 259, + "bytes_utf8": 259, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16476, + "cached_input_tokens": 12032, + "output_tokens": 176, + "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/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..239d739120fa4d6a84acaf166f6d026ea55dd300 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SFH.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "SFH", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..181fcddfaae508569bde2a2d278eabfb32a95f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-076e-7cf1-9c27-35942e1e586d"} +{"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 1984937, Requested 17111. Please try again in 61ms. 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 1984531, Requested 17111. Please try again in 49ms. 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 \\\"SFH\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nGROUP BY \\\"SFH\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"SFH\\\" on the single table \\\"c8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16476,"cached_input_tokens":12032,"output_tokens":176,"reasoning_output_tokens":99}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f695740e7d699ed9d582b53891f32e6bd033d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"SFH\", COUNT(*) AS row_count\nFROM \"c8\"\nGROUP BY \"SFH\"\nORDER BY row_count DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"SFH\" on the single table \"c8\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_72c72786623cbcca/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/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7669ff8ccfcaf84cbb61686a170828fb6d13a19d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15507, "bytes_utf8": 15507, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 12288, "output_tokens": 265, "reasoning_output_tokens": 161}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ac383ef06163cc1ad9691e92d337b4a1a5819ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_7a5459be6788ace3", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 12288, + "output_tokens": 265, + "total_tokens": 16772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11815.64, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8018a3e72bd56cadd47bc78b5ebc5ed89a8bfba1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:56.337645+00:00", + "ended_at": "2026-05-19T15:29:08.153320+00:00", + "elapsed_ms": 11815.64, + "prompt_metrics": { + "chars": 15507, + "bytes_utf8": 15507, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 12288, + "output_tokens": 265, + "reasoning_output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91ad221922bbb4e1157d9999a8390026fb9955d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Shortining_Service, measure_col=Shortining_Service.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Shortining_Service", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e0e61ea9ea92bb16e5dd6e81cadf8377fff9239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-b922-7672-b513-221617fc7774"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Shortining_Service\\\", SUM(CAST(\\\"Shortining_Service\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col and measure_col both bound to \\\"Shortining_Service\\\". CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":12288,"output_tokens":265,"reasoning_output_tokens":161}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cac287abef4c0ed21441521cf960c4810df52c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Shortining_Service\", SUM(CAST(\"Shortining_Service\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"Shortining_Service\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col and measure_col both bound to \"Shortining_Service\". CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7a5459be6788ace3/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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c405b1813ef560be02ed52dcf2d0c1b54e6af1a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15565, "bytes_utf8": 15565, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 15565, "bytes_utf8": 15565, "lines": 468, "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": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16517, "cached_input_tokens": 12032, "output_tokens": 590, "reasoning_output_tokens": 463}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97b860fb0a4b6a6cfc9448860971870eca9de104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_7fca0b5d41b8cae3", + "api_calls": 0, + "input_tokens": 16517, + "cached_input_tokens": 12032, + "output_tokens": 590, + "total_tokens": 17107, + "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": 14974.35, + "sql_execution_elapsed_ms_total": 50.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21ed7faab812259b6a3b4f6b203116b31daa19de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:33.375428+00:00", + "ended_at": "2026-05-19T16:08:36.551118+00:00", + "elapsed_ms": 3175.66, + "returncode": 1, + "prompt_metrics": { + "chars": 15565, + "bytes_utf8": 15565, + "lines": 468, + "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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..715de56d45a7b088b30593c2dc1cc87e83ef5385 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:37.553626+00:00", + "ended_at": "2026-05-19T16:08:49.352369+00:00", + "elapsed_ms": 11798.69, + "prompt_metrics": { + "chars": 15565, + "bytes_utf8": 15565, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16517, + "cached_input_tokens": 12032, + "output_tokens": 590, + "reasoning_output_tokens": 463 + } + }, + "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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61246093da4f82e48a2e7c828f53b24a620b97a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Links_in_tags, measure_col=DNSRecord.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "DNSRecord", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61246093da4f82e48a2e7c828f53b24a620b97a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Links_in_tags, measure_col=DNSRecord.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "DNSRecord", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f6712bec91a0150e55dc5076788bb5b949f0bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fe53-7db0-8169-d34e2aab3788"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d42e7953299c076359a26bb8e01d60e8f25dfbe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fe53-7db0-8169-d34e2aab3788"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef65e798ae5e3c505b4880a1cef47b06b7e6d3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-0eae-7c72-b46d-024feba1b5ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Links_in_tags\\\",\\n AVG(CAST(\\\"DNSRecord\\\" AS REAL)) OVER (PARTITION BY \\\"Links_in_tags\\\") AS avg_measure\\nFROM \\\"c8\\\"\\nWHERE \\\"Links_in_tags\\\" IS NOT NULL\\n AND \\\"DNSRecord\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Applies the Window Partition Average template with \\\"Links_in_tags\\\" as the group column and \\\"DNSRecord\\\" as the measure, adding NULL filters to keep the slice view stable in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16517,"cached_input_tokens":12032,"output_tokens":590,"reasoning_output_tokens":463}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5abf189b4e2d2c37ebae44d747ea7ed4f6469892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Links_in_tags\",\n AVG(CAST(\"DNSRecord\" AS REAL)) OVER (PARTITION BY \"Links_in_tags\") AS avg_measure\nFROM \"c8\"\nWHERE \"Links_in_tags\" IS NOT NULL\n AND \"DNSRecord\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Applies the Window Partition Average template with \"Links_in_tags\" as the group column and \"DNSRecord\" as the measure, adding NULL filters to keep the slice view stable in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/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/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/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/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..314df68c6c8e1abaeb5e8715b7a88d52d9bdb8df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15564, "bytes_utf8": 15564, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16516, "cached_input_tokens": 12032, "output_tokens": 386, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0d90fcab7f574adbaff7c1d263939cde209bd11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_85ac56160cf1ae74", + "api_calls": 0, + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 386, + "total_tokens": 16902, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9691.41, + "sql_execution_elapsed_ms_total": 20.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81f5e850dfd97317f9cec6e2af2d9122c6a520a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:49.408934+00:00", + "ended_at": "2026-05-19T16:08:59.100373+00:00", + "elapsed_ms": 9691.41, + "prompt_metrics": { + "chars": 15564, + "bytes_utf8": 15564, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16516, + "cached_input_tokens": 12032, + "output_tokens": 386, + "reasoning_output_tokens": 276 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0502c0c2cc50f14ec379ca5be6d2341bfb3d90e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Links_in_tags, measure_col=DNSRecord.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Links_in_tags", + "measure_col": "DNSRecord", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f67868bc1403bef593c67d27fb0877c05ccb971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3d15-7cc2-9b17-22e3657fd6e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Links_in_tags\\\",\\n AVG(CAST(\\\"DNSRecord\\\" AS REAL)) OVER (PARTITION BY \\\"Links_in_tags\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the planned Window Partition Average template with group_col=\\\"Links_in_tags\\\" and measure_col=\\\"DNSRecord\\\". CAST is included so SQLite averages the TEXT-backed discrete values numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16516,"cached_input_tokens":12032,"output_tokens":386,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b88458074e757837491cfc437a19ed0f0b857727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Links_in_tags\",\n AVG(CAST(\"DNSRecord\" AS REAL)) OVER (PARTITION BY \"Links_in_tags\") AS \"avg_measure\"\nFROM \"c8\"\nORDER BY \"avg_measure\" DESC;","notes":"Uses the planned Window Partition Average template with group_col=\"Links_in_tags\" and measure_col=\"DNSRecord\". CAST is included so SQLite averages the TEXT-backed discrete values numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_85ac56160cf1ae74/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/c8/artifacts/v2q_c8_88562264c81a470d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b12ef295befe7d8a6f76908728e116d03d3104a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15504, "bytes_utf8": 15504, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16507, "cached_input_tokens": 15744, "output_tokens": 275, "reasoning_output_tokens": 165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0049ac5889476b0ad88fe768bf3a549d54ad2f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_88562264c81a470d", + "api_calls": 0, + "input_tokens": 16507, + "cached_input_tokens": 15744, + "output_tokens": 275, + "total_tokens": 16782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7900.02, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3615d07a27640d611673725f335ab9361a9d57b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:55.736758+00:00", + "ended_at": "2026-05-19T15:32:03.636824+00:00", + "elapsed_ms": 7900.02, + "prompt_metrics": { + "chars": 15504, + "bytes_utf8": 15504, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 443, + "bytes_utf8": 443, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16507, + "cached_input_tokens": 15744, + "output_tokens": 275, + "reasoning_output_tokens": 165 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..181b622f9709eb1daae44bbbc3eced0de434b44c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Domain_registeration_length, measure_col=Favicon.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Domain_registeration_length", + "measure_col": "Favicon", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b14953fb73a880245b6e761c3db6eb46bd993c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-75cc-7d22-8018-6f385ae08144"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Domain_registeration_length\\\", SUM(CAST(\\\"Favicon\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Domain_registeration_length\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col=\\\"Domain_registeration_length\\\" and measure_col=\\\"Favicon\\\". CAST is applied because the schema stores these discrete numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16507,"cached_input_tokens":15744,"output_tokens":275,"reasoning_output_tokens":165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31899762632c94eb85cffc14a22fcb28d8e53861 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Domain_registeration_length\", SUM(CAST(\"Favicon\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"Domain_registeration_length\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned grouped-sum template with group_col=\"Domain_registeration_length\" and measure_col=\"Favicon\". CAST is applied because the schema stores these discrete numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_88562264c81a470d/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/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e70c33cc0562bb3607ddae82dcccd83b9a2e359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15679, "bytes_utf8": 15679, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 820, "bytes_utf8": 820, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 1135, "reasoning_output_tokens": 909}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fb4c05de213bef7fe1bc74f437c600b44acbd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Statistical_report\",\n CAST(\"Prefix_Suffix\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"Statistical_report\"\n ORDER BY CAST(\"Prefix_Suffix\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"c8\"\n WHERE \"Statistical_report\" IS NOT NULL\n AND \"Prefix_Suffix\" IS NOT NULL\n)\nSELECT\n \"Statistical_report\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist_value\" >= 0.95\nGROUP BY \"Statistical_report\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest Prefix_Suffix value at or above the 95th percentile within each Statistical_report group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c73ba5cf3d9d359183515294f7b9e415b50f491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15660, "bytes_utf8": 15660, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 880, "bytes_utf8": 880, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16543, "cached_input_tokens": 12032, "output_tokens": 1283, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46538db68d264b4d550f844b7c3d1c571d22768d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_8ff33f6a6084a738", + "api_calls": 0, + "input_tokens": 16543, + "cached_input_tokens": 12032, + "output_tokens": 1283, + "total_tokens": 17826, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21989.33, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80d28c5ce4b5f17d10719f27786584a0ab5747bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:50.975150+00:00", + "ended_at": "2026-05-19T15:58:12.964520+00:00", + "elapsed_ms": 21989.33, + "prompt_metrics": { + "chars": 15660, + "bytes_utf8": 15660, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1313, + "bytes_utf8": 1313, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 880, + "bytes_utf8": 880, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16543, + "cached_input_tokens": 12032, + "output_tokens": 1283, + "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/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c924de5053432184e24ae4544f2694cdab41f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Result, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Result", + "measure_col": "having_Sub_Domain", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81c926018821cebd74e507020f57be5051e7b3e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3115-7c33-99da-7daf8ef45f31"} +{"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 \\\"Result\\\",\\n CAST(\\\"having_Sub_Domain\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Result\\\"\\n ORDER BY CAST(\\\"having_Sub_Domain\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Result\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"Result\\\" IS NOT NULL\\n AND \\\"having_Sub_Domain\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Result\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((95 * \\\"cnt\\\") + 99) / 100\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"having_Sub_Domain\\\" within each \\\"Result\\\" group. The measure column is CAST from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16543,"cached_input_tokens":12032,"output_tokens":1283,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a4efd5b5f85b5c0b4fcffd3c79f0707ec1f0ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Result\",\n CAST(\"having_Sub_Domain\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Result\"\n ORDER BY CAST(\"having_Sub_Domain\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Result\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"Result\" IS NOT NULL\n AND \"having_Sub_Domain\" IS NOT NULL\n)\nSELECT\n \"Result\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((95 * \"cnt\") + 99) / 100\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \"having_Sub_Domain\" within each \"Result\" group. The measure column is CAST from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8ff33f6a6084a738/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/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78f93077df3e8789e7cadf9c17d046f7eb535ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15475, "bytes_utf8": 15475, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16503, "cached_input_tokens": 12032, "output_tokens": 500, "reasoning_output_tokens": 399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f1855628db303b16bf51a4e0f7d49e2a8b8a37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_92017410b361252c", + "api_calls": 0, + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 500, + "total_tokens": 17003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.09, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea047c98b080bce7828ba75e0f0c1e2486686a12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:37.165678+00:00", + "ended_at": "2026-05-19T15:28:48.688787+00:00", + "elapsed_ms": 11523.09, + "prompt_metrics": { + "chars": 15475, + "bytes_utf8": 15475, + "lines": 468, + "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": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 500, + "reasoning_output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62c74fe8fa7d0711786a03e06d963c8de0bf219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=URL_Length, measure_col=URL_Length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "URL_Length", + "measure_col": "URL_Length", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5583cad61ac3f6155022398496ec6b4fb1a17412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-6e31-7230-8875-6f679ffe122a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"URL_Length\\\", SUM(CAST(\\\"URL_Length\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col=\\\"URL_Length\\\" and measure_col=\\\"URL_Length\\\". CAST is applied because the SQLite schema stores the column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16503,"cached_input_tokens":12032,"output_tokens":500,"reasoning_output_tokens":399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7823b7b873ee8bf08db8a182f410c862cb3ddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"URL_Length\", SUM(CAST(\"URL_Length\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"URL_Length\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned grouped-sum template with group_col=\"URL_Length\" and measure_col=\"URL_Length\". CAST is applied because the SQLite schema stores the column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_92017410b361252c/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/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..164d9ef71f539f2e527763a4db068363a2f6d708 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15911, "bytes_utf8": 15911, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16630, "cached_input_tokens": 12032, "output_tokens": 692, "reasoning_output_tokens": 493}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aaf20f797f27c1c9e29ac73bc972ad5fc743abe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_929d75d4a5840454", + "api_calls": 0, + "input_tokens": 16630, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 17322, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14014.08, + "sql_execution_elapsed_ms_total": 15.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b7b6af7ccd326edc39d9524c7df75116ff12624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:47.078049+00:00", + "ended_at": "2026-05-19T15:35:01.092167+00:00", + "elapsed_ms": 14014.08, + "prompt_metrics": { + "chars": 15911, + "bytes_utf8": 15911, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 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": 16630, + "cached_input_tokens": 12032, + "output_tokens": 692, + "reasoning_output_tokens": 493 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1503d992bb8f985e178a7685fc3b8dff397ac0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Page_Rank, measure_col=Links_pointing_to_page.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Page_Rank", + "measure_col": "Links_pointing_to_page", + "item_col": "Google_Index", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5430baba29f35d8176d54b7d0703ae4fd8fae9c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-1336-7451-8d5a-84ffafce03ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Page_Rank\\\",\\n \\\"Google_Index\\\",\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Links_pointing_to_page\\\" AS REAL))) OVER (PARTITION BY \\\"Page_Rank\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Page_Rank\\\", \\\"Google_Index\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Page_Rank\\\", item_col=\\\"Google_Index\\\", and measure_col=\\\"Links_pointing_to_page\\\". Cast the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16630,"cached_input_tokens":12032,"output_tokens":692,"reasoning_output_tokens":493}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d38044535683bc180796c52bfaa524b8554838c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Page_Rank\",\n \"Google_Index\",\n SUM(CAST(\"Links_pointing_to_page\" AS REAL)) AS total_measure,\n SUM(CAST(\"Links_pointing_to_page\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Links_pointing_to_page\" AS REAL))) OVER (PARTITION BY \"Page_Rank\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"Page_Rank\", \"Google_Index\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"Page_Rank\", item_col=\"Google_Index\", and measure_col=\"Links_pointing_to_page\". Cast the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_929d75d4a5840454/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/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b63c4437092cae7579e4339bcabbb6a3edda951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15789, "bytes_utf8": 15789, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16598, "cached_input_tokens": 15744, "output_tokens": 521, "reasoning_output_tokens": 384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4669f76357097f1ac8e8e802c65d488675e7c560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_9303c2960498a2cb", + "api_calls": 0, + "input_tokens": 16598, + "cached_input_tokens": 15744, + "output_tokens": 521, + "total_tokens": 17119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11836.03, + "sql_execution_elapsed_ms_total": 9.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..deea9ce090083e7b6bc151136c5298568d1c6153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:19.357001+00:00", + "ended_at": "2026-05-19T15:44:31.193063+00:00", + "elapsed_ms": 11836.03, + "prompt_metrics": { + "chars": 15789, + "bytes_utf8": 15789, + "lines": 472, + "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": 16598, + "cached_input_tokens": 15744, + "output_tokens": 521, + "reasoning_output_tokens": 384 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c5c8c184f11c1eec6f1499ca18376351b9a9ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Google_Index.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "Google_Index", + "predicate_col": "DNSRecord", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57581edd02588c417936a1804094cdf166288635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-ce96-74d2-b1b7-6f70df3216eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Google_Index\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"DNSRecord\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Google_Index\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the requested filtered two-dimensional group count template with group columns \\\"URL_Length\\\" and \\\"Google_Index\\\" and predicate column \\\"DNSRecord\\\". Applied CAST(\\\"DNSRecord\\\" AS REAL) because the schema stores fields as TEXT while the planned predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16598,"cached_input_tokens":15744,"output_tokens":521,"reasoning_output_tokens":384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f8354087c496bd79fbac1fd86a50f014164f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"Google_Index\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nWHERE CAST(\"DNSRecord\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"Google_Index\"\nORDER BY \"row_count\" DESC;","notes":"Used the requested filtered two-dimensional group count template with group columns \"URL_Length\" and \"Google_Index\" and predicate column \"DNSRecord\". Applied CAST(\"DNSRecord\" AS REAL) because the schema stores fields as TEXT while the planned predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9303c2960498a2cb/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/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0b0d9f06664deaa79197683135891f6b8b85b29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15918, "bytes_utf8": 15918, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16629, "cached_input_tokens": 15744, "output_tokens": 1385, "reasoning_output_tokens": 1162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62a2b167cd8b5cd3be54e55cfc0d6a58fc72fdd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_988d66ef58e0d9be", + "api_calls": 0, + "input_tokens": 16629, + "cached_input_tokens": 15744, + "output_tokens": 1385, + "total_tokens": 18014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24358.33, + "sql_execution_elapsed_ms_total": 15.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a088b9e6ec0628afca79934140e05c54dbf1f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:34.939977+00:00", + "ended_at": "2026-05-19T15:38:59.298364+00:00", + "elapsed_ms": 24358.33, + "prompt_metrics": { + "chars": 15918, + "bytes_utf8": 15918, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1197, + "bytes_utf8": 1197, + "lines": 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": 16629, + "cached_input_tokens": 15744, + "output_tokens": 1385, + "reasoning_output_tokens": 1162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..982c968c73051918e27a4578234e31ca4aaa2e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Shortining_Service", + "measure_col": "Prefix_Suffix", + "item_col": "having_At_Symbol", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9d3b1f37bf0c5e552f0a5df2834380876e42fa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-8d5a-7b63-aad4-152edd3ade5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n total_measure,\\n total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY \\\"Shortining_Service\\\"), 0) AS share_within_group\\nFROM (\\n SELECT\\n \\\"Shortining_Service\\\",\\n \\\"having_At_Symbol\\\",\\n SUM(CAST(\\\"Prefix_Suffix\\\" AS REAL)) AS total_measure\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\n)\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Uses the requested within-group share template with group_col=\\\"Shortining_Service\\\", item_col=\\\"having_At_Symbol\\\", and measure_col=\\\"Prefix_Suffix\\\". CAST is added because the schema stores values as TEXT, and NULLIF avoids division-by-zero if a group's summed Prefix_Suffix total is 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16629,"cached_input_tokens":15744,"output_tokens":1385,"reasoning_output_tokens":1162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f0d90e9c42a3815fd400a1af8f9a04633230df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Shortining_Service\",\n \"having_At_Symbol\",\n total_measure,\n total_measure * 100.0 / NULLIF(SUM(total_measure) OVER (PARTITION BY \"Shortining_Service\"), 0) AS share_within_group\nFROM (\n SELECT\n \"Shortining_Service\",\n \"having_At_Symbol\",\n SUM(CAST(\"Prefix_Suffix\" AS REAL)) AS total_measure\n FROM \"c8\"\n GROUP BY \"Shortining_Service\", \"having_At_Symbol\"\n)\nORDER BY share_within_group DESC\nLIMIT 18;","notes":"Uses the requested within-group share template with group_col=\"Shortining_Service\", item_col=\"having_At_Symbol\", and measure_col=\"Prefix_Suffix\". CAST is added because the schema stores values as TEXT, and NULLIF avoids division-by-zero if a group's summed Prefix_Suffix total is 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_988d66ef58e0d9be/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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..911689dc51d8a2d46c10c40ebfc3f291a1efb45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:49.862223+00:00", + "ended_at": "2026-05-19T16:04:52.879030+00:00", + "elapsed_ms": 3016.78, + "returncode": 1, + "prompt_metrics": { + "chars": 15476, + "bytes_utf8": 15476, + "lines": 466, + "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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..056b94df4313323d9f5c1d3c86eefb5fabe8c6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:53.880714+00:00", + "ended_at": "2026-05-19T16:04:59.926598+00:00", + "elapsed_ms": 6045.85, + "returncode": 1, + "prompt_metrics": { + "chars": 15476, + "bytes_utf8": 15476, + "lines": 466, + "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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b10f7021e9a9ac5c0051734c80b647fca90820b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Statistical_report.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Statistical_report", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b10f7021e9a9ac5c0051734c80b647fca90820b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Statistical_report.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Statistical_report", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a226d9d32eca734785e29e93eed2d2f1bf7f6c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-9544-7ba1-9806-5c4e02b6017e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c526c1c6d9a3c89c8978ebd09a82d250cb5d17ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-9544-7ba1-9806-5c4e02b6017e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa65fb5bed2435abd2e7fa5fa238258a515b60e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a51b-7dd2-8e8a-b0aff8f8535d"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ee0c2975145712c60a6672d3bf8ae1a476ac26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a51b-7dd2-8e8a-b0aff8f8535d"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/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/c8/artifacts/v2q_c8_9a5417f6534334b7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9a5417f6534334b7/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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5e31c12362da476a0679d9e9634d73cbac225d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:26.057900+00:00", + "ended_at": "2026-05-19T16:08:29.168442+00:00", + "elapsed_ms": 3110.51, + "returncode": 1, + "prompt_metrics": { + "chars": 15573, + "bytes_utf8": 15573, + "lines": 468, + "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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8eddbfc9199c055d2cb15fa35515869d81494a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:30.170859+00:00", + "ended_at": "2026-05-19T16:08:33.372225+00:00", + "elapsed_ms": 3201.33, + "returncode": 1, + "prompt_metrics": { + "chars": 15573, + "bytes_utf8": 15573, + "lines": 468, + "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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c17e610a37ace60ff6ff1d72632e1bd0f336fc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=URL_of_Anchor, measure_col=age_of_domain.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "age_of_domain", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c17e610a37ace60ff6ff1d72632e1bd0f336fc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=URL_of_Anchor, measure_col=age_of_domain.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "age_of_domain", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b1af956f8d95db40d4d5bb2a971fef0187e12e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e1bc-78f1-b1d3-87e6ba83be6e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f6a7b012421454d10f7e7d0c606544d3104fc0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e1bc-78f1-b1d3-87e6ba83be6e"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6322d6f2733ebadae65c9756692a39b3e05a1df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f1c7-71b3-b325-eee933bfe3ae"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..541b39bbbe09612bf6bfb08568f647df4255a3dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f1c7-71b3-b325-eee933bfe3ae"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/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/c8/artifacts/v2q_c8_9b373d6825a1593e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b373d6825a1593e/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/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2838516b84d14731d6fa1624dde5433a8441fe5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16286, "bytes_utf8": 16286, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 780, "bytes_utf8": 780, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16712, "cached_input_tokens": 12032, "output_tokens": 399, "reasoning_output_tokens": 196}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df3689afc656bc32bc3b95081a25d7cb92c808c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_a1ded65fb4b8694f", + "api_calls": 0, + "input_tokens": 16712, + "cached_input_tokens": 12032, + "output_tokens": 399, + "total_tokens": 17111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12438.42, + "sql_execution_elapsed_ms_total": 4.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8173816d67f61cb260207efc499c3ebf67e6f8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:24.057176+00:00", + "ended_at": "2026-05-19T15:41:36.495627+00:00", + "elapsed_ms": 12438.42, + "prompt_metrics": { + "chars": 16286, + "bytes_utf8": 16286, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1145, + "bytes_utf8": 1145, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16712, + "cached_input_tokens": 12032, + "output_tokens": 399, + "reasoning_output_tokens": 196 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf4273c63adb2b45171a826817f2537b08866f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=HTTPS_token, condition_col=HTTPS_token.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "HTTPS_token", + "condition_col": "HTTPS_token", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae6c493290979b8efac5cd596597ef483f85283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-21c7-7bd3-892e-75e8177f9675"} +{"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 \\\"HTTPS_token\\\",\\n SUM(CASE WHEN \\\"HTTPS_token\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"HTTPS_token\\\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c8\\\"\\n GROUP BY \\\"HTTPS_token\\\"\\n)\\nSELECT \\\"HTTPS_token\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped-ratio template with group_col and condition_col both bound to \\\"HTTPS_token\\\". Because the grouping column matches the condition column, groups equal to '1' will have a NULL ratio due to zero denominator, while groups equal to '-1' will yield 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16712,"cached_input_tokens":12032,"output_tokens":399,"reasoning_output_tokens":196}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e3a2dc3b562ef4aee95ba630b16ec9545cdc977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"HTTPS_token\",\n SUM(CASE WHEN \"HTTPS_token\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"HTTPS_token\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c8\"\n GROUP BY \"HTTPS_token\"\n)\nSELECT \"HTTPS_token\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped-ratio template with group_col and condition_col both bound to \"HTTPS_token\". Because the grouping column matches the condition column, groups equal to '1' will have a NULL ratio due to zero denominator, while groups equal to '-1' will yield 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a1ded65fb4b8694f/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/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27e9faee159ba1ae493e864c2c07e048286679a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15785, "bytes_utf8": 15785, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16598, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6aa6ab920071a1d63a010d4b0a011a41004aa8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_a9df714ffeb42037", + "api_calls": 0, + "input_tokens": 16598, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 16907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8698.98, + "sql_execution_elapsed_ms_total": 3.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7d2e208b4c0c65c4f5685fd756a413333c5d961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:51.679568+00:00", + "ended_at": "2026-05-19T15:43:00.378595+00:00", + "elapsed_ms": 8698.98, + "prompt_metrics": { + "chars": 15785, + "bytes_utf8": 15785, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 845, + "bytes_utf8": 845, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16598, + "cached_input_tokens": 12032, + "output_tokens": 309, + "reasoning_output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00987c8f798289ce5fcd4807b622a766acde12e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=popUpWidnow.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "popUpWidnow", + "predicate_col": "Redirect", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa292fd906bfdef7095cb2c79792c1ac52921aa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-7823-7842-9efa-73a0cb06595b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"popUpWidnow\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE \\\"Redirect\\\" = '1'\\nGROUP BY \\\"URL_Length\\\", \\\"popUpWidnow\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"popUpWidnow\\\", and predicate \\\"Redirect\\\" = '1'. Identifier quoting is SQLite-compatible and limited to the single table \\\"c8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16598,"cached_input_tokens":12032,"output_tokens":309,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1009e70b388c1f243fc176df4b34c25f86df6d79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"popUpWidnow\", COUNT(*) AS row_count\nFROM \"c8\"\nWHERE \"Redirect\" = '1'\nGROUP BY \"URL_Length\", \"popUpWidnow\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=\"URL_Length\", group_col_2=\"popUpWidnow\", and predicate \"Redirect\" = '1'. Identifier quoting is SQLite-compatible and limited to the single table \"c8\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/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/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..546289f4f84450de7cbfaba7d0544a546448fdc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16040, "bytes_utf8": 16040, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16647, "cached_input_tokens": 12032, "output_tokens": 533, "reasoning_output_tokens": 351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15313fce4f8a9205585913d78c1002712d973377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_ae9f7373d55fbcfb", + "api_calls": 0, + "input_tokens": 16647, + "cached_input_tokens": 12032, + "output_tokens": 533, + "total_tokens": 17180, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10789.25, + "sql_execution_elapsed_ms_total": 4.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31fe7a9b6154dcdbbf86328ed996d661892fcbd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:07.549393+00:00", + "ended_at": "2026-05-19T15:48:18.338677+00:00", + "elapsed_ms": 10789.25, + "prompt_metrics": { + "chars": 16040, + "bytes_utf8": 16040, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1054, + "bytes_utf8": 1054, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16647, + "cached_input_tokens": 12032, + "output_tokens": 533, + "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/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..961176fa9d2dedaca92293859ff9b9b9c544f4a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=URL_of_Anchor, measure_col=on_mouseover.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "on_mouseover", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..983e79415880ac42667fc669ca2137d2312fa453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-4a09-7402-8737-9c3f2301a732"} +{"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 \\\"URL_of_Anchor\\\", SUM(CAST(\\\"on_mouseover\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"URL_of_Anchor\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"URL_of_Anchor\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"URL_of_Anchor\\\" and measure_col=\\\"on_mouseover\\\". CAST is applied because the schema stores feature values as TEXT, but the measure is numeric-coded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16647,"cached_input_tokens":12032,"output_tokens":533,"reasoning_output_tokens":351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4817bea2a7e64264b4e9cb7228e077b0508c644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"URL_of_Anchor\", SUM(CAST(\"on_mouseover\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"URL_of_Anchor\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"URL_of_Anchor\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"URL_of_Anchor\" and measure_col=\"on_mouseover\". CAST is applied because the schema stores feature values as TEXT, but the measure is numeric-coded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ae9f7373d55fbcfb/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/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd7ecb5e34ac0e85d884727fca1e07bc2352a639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15674, "bytes_utf8": 15674, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1138, "bytes_utf8": 1138, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16545, "cached_input_tokens": 15744, "output_tokens": 857, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ed757c2a7e900631918e6366d4c4849ed697f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b45ab996a43ec1c1", + "api_calls": 0, + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 857, + "total_tokens": 17402, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18367.1, + "sql_execution_elapsed_ms_total": 23.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea94f323f1cfa73666f3b1a1eeeadfc3ad3ba1c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:38.393728+00:00", + "ended_at": "2026-05-19T15:51:56.760869+00:00", + "elapsed_ms": 18367.1, + "prompt_metrics": { + "chars": 15674, + "bytes_utf8": 15674, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1619, + "bytes_utf8": 1619, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1138, + "bytes_utf8": 1138, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16545, + "cached_input_tokens": 15744, + "output_tokens": 857, + "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/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb8ac62e561b96f83bdd78ec7918b29ec4d046b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_domain, measure_col=Statistical_report.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_domain", + "measure_col": "Statistical_report", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49125e3ffd10188433699ed281473bbf5e3fd627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-81ae-74e2-be12-9f562bfc83aa"} +{"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 \\\"age_of_domain\\\",\\n CAST(\\\"Statistical_report\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"age_of_domain\\\"\\n ORDER BY CAST(\\\"Statistical_report\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"age_of_domain\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"age_of_domain\\\" IS NOT NULL\\n AND \\\"Statistical_report\\\" IS NOT NULL\\n),\\n\\\"targeted\\\" AS (\\n SELECT\\n \\\"age_of_domain\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n ) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"age_of_domain\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targeted\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per \\\"age_of_domain\\\" group, casting the TEXT measure column \\\"Statistical_report\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":857,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ac185b03240828399efd653b2778cd90b161977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"age_of_domain\",\n CAST(\"Statistical_report\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"age_of_domain\"\n ORDER BY CAST(\"Statistical_report\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"age_of_domain\"\n ) AS \"cnt\"\n FROM \"c8\"\n WHERE \"age_of_domain\" IS NOT NULL\n AND \"Statistical_report\" IS NOT NULL\n),\n\"targeted\" AS (\n SELECT\n \"age_of_domain\",\n \"measure_value\",\n \"rn\",\n (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n ) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"age_of_domain\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"targeted\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per \"age_of_domain\" group, casting the TEXT measure column \"Statistical_report\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b45ab996a43ec1c1/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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29c9214f4b637f0b8921cedfd919fc6a5aa9e375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:06.037603+00:00", + "ended_at": "2026-05-19T16:09:08.929625+00:00", + "elapsed_ms": 2892.0, + "returncode": 1, + "prompt_metrics": { + "chars": 15549, + "bytes_utf8": 15549, + "lines": 468, + "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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..321a81b989fb3a1566053ac3fd39e80910a58001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:09.931890+00:00", + "ended_at": "2026-05-19T16:09:12.949398+00:00", + "elapsed_ms": 3017.47, + "returncode": 1, + "prompt_metrics": { + "chars": 15549, + "bytes_utf8": 15549, + "lines": 468, + "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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ece70bf6e85fe915cff6cee2657c52d5842b78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=SFH, measure_col=web_traffic.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SFH", + "measure_col": "web_traffic", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ece70bf6e85fe915cff6cee2657c52d5842b78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=SFH, measure_col=web_traffic.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SFH", + "measure_col": "web_traffic", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee5a69a0312856a314f66b707d14e757d6933660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7df6-7921-afc8-ecf5abb09f5a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f8f7477dc998d88be7597cb2dc9bf5735d40af0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7df6-7921-afc8-ecf5abb09f5a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b96d7dbfeecae198caf112e3c9c2192aa89080f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d24-7380-a9f2-710851a24683"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bf44c12801e959dd066a8aaf10cf90b0cd6bb42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d24-7380-a9f2-710851a24683"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/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/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b46d0f0a4b04b20d/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/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7482f4bbceb270cdfe72917e2f2739d105724dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15781, "bytes_utf8": 15781, "lines": 472, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16597, "cached_input_tokens": 12032, "output_tokens": 317, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3715a8f2677b731b27b080ee2bec563d24800341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b4e661f769e7ccf4", + "api_calls": 0, + "input_tokens": 16597, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 16914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14260.61, + "sql_execution_elapsed_ms_total": 9.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21ab19501dba4f03e805eadb3093eed4ae348fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:00.387715+00:00", + "ended_at": "2026-05-19T15:43:14.648352+00:00", + "elapsed_ms": 14260.61, + "prompt_metrics": { + "chars": 15781, + "bytes_utf8": 15781, + "lines": 472, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1204, + "bytes_utf8": 1204, + "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": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16597, + "cached_input_tokens": 12032, + "output_tokens": 317, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ae921c0468db88ddadbc373a6bb3570a9a87e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,472 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=Iframe.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "URL_Length", + "group_col_2": "Iframe", + "predicate_col": "on_mouseover", + "predicate_op": ">=", + "predicate_value": 1.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd180762a634cd41ba512ac26e49bb5be0b8cfe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-9a13-7e31-9322-853c2b1381e4"} +{"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 17232. Please try again in 516ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"Iframe\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"on_mouseover\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"Iframe\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"Iframe\\\", and predicate on \\\"on_mouseover\\\". Applied CAST(... AS REAL) because the schema stores values as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16597,"cached_input_tokens":12032,"output_tokens":317,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea8c9edb26beee6462abf9e712fb7e6791fcf916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"Iframe\", COUNT(*) AS row_count\nFROM \"c8\"\nWHERE CAST(\"on_mouseover\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"Iframe\"\nORDER BY row_count DESC;","notes":"Used the required filtered two-dimensional group count template with group_col=\"URL_Length\", group_col_2=\"Iframe\", and predicate on \"on_mouseover\". Applied CAST(... AS REAL) because the schema stores values as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b4e661f769e7ccf4/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/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..318ea2dee1d6eac0a8a5b0a6d7e4993ca037511b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16041, "bytes_utf8": 16041, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 15744, "output_tokens": 551, "reasoning_output_tokens": 374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c566ba6a1bb4245e39871a6dc9e856ddfe52e843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b555ff934f832ae2", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 551, + "total_tokens": 17196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19141.31, + "sql_execution_elapsed_ms_total": 12.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51be99ee05211741866adea3ebd8878ee9cb9c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:18.347882+00:00", + "ended_at": "2026-05-19T15:48:37.489229+00:00", + "elapsed_ms": 19141.31, + "prompt_metrics": { + "chars": 16041, + "bytes_utf8": 16041, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1692, + "bytes_utf8": 1692, + "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": 659, + "bytes_utf8": 659, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16645, + "cached_input_tokens": 15744, + "output_tokens": 551, + "reasoning_output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e53055b26198a29812265b6b17655243002d2aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=URL_of_Anchor, measure_col=on_mouseover.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "URL_of_Anchor", + "measure_col": "on_mouseover", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a992426db927c5ccde3c2fbb7c39b2130461f257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ec-7443-7150-b713-201dd4981ce1"} +{"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 17280. Please try again in 518ms. 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 1986459, Requested 17280. Please try again in 112ms. 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 \\\"URL_of_Anchor\\\", SUM(CAST(\\\"on_mouseover\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n GROUP BY \\\"URL_of_Anchor\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"URL_of_Anchor\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"URL_of_Anchor\\\" and measure_col=\\\"on_mouseover\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16645,"cached_input_tokens":15744,"output_tokens":551,"reasoning_output_tokens":374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3d8167c55e255897f9b40afb4c7044d27a8b60a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"URL_of_Anchor\", SUM(CAST(\"on_mouseover\" AS REAL)) AS group_value\n FROM \"c8\"\n GROUP BY \"URL_of_Anchor\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"URL_of_Anchor\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\"URL_of_Anchor\" and measure_col=\"on_mouseover\". CAST to REAL is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b555ff934f832ae2/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/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9493ee6bfd1121c919141862af15959a325fe160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15908, "bytes_utf8": 15908, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16624, "cached_input_tokens": 15744, "output_tokens": 583, "reasoning_output_tokens": 414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddfb2b4c644729afc6bb54cb15f224ae6796813d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_b7927ca9cf4ece2b", + "api_calls": 0, + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 583, + "total_tokens": 17207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11744.68, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e63e0970e7891bf1e56f47f186dcaae42562ac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:17.954299+00:00", + "ended_at": "2026-05-19T15:36:29.699038+00:00", + "elapsed_ms": 11744.68, + "prompt_metrics": { + "chars": 15908, + "bytes_utf8": 15908, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1020, + "bytes_utf8": 1020, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 638, + "bytes_utf8": 638, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 583, + "reasoning_output_tokens": 414 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba1b43a4176275cab785f0ee880bd3dffbb0d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=having_IP_Address.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Statistical_report", + "measure_col": "having_IP_Address", + "item_col": "Result", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70f7cfa4e6d347f137893171091b0b7087e1d19a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-761e-7d80-9a50-8e9baf1d929e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Statistical_report\\\",\\n \\\"Result\\\",\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"having_IP_Address\\\" AS REAL))) OVER (PARTITION BY \\\"Statistical_report\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Statistical_report\\\", \\\"Result\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"Statistical_report\\\", item_col=\\\"Result\\\", and measure_col=\\\"having_IP_Address\\\". CAST is applied because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16624,"cached_input_tokens":15744,"output_tokens":583,"reasoning_output_tokens":414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6ab1be7b9f9b7ce189774c84c25dc84b2c79b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Statistical_report\",\n \"Result\",\n SUM(CAST(\"having_IP_Address\" AS REAL)) AS total_measure,\n SUM(CAST(\"having_IP_Address\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"having_IP_Address\" AS REAL))) OVER (PARTITION BY \"Statistical_report\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Statistical_report\", \"Result\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with bound roles group_col=\"Statistical_report\", item_col=\"Result\", and measure_col=\"having_IP_Address\". CAST is applied because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_b7927ca9cf4ece2b/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/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45112f75c681629aecc7c98f5078868e310c64d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15511, "bytes_utf8": 15511, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16511, "cached_input_tokens": 12032, "output_tokens": 371, "reasoning_output_tokens": 254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..952966459b215d40fa9818b322cba6f8b5641198 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_be73ff987e25fd90", + "api_calls": 0, + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 371, + "total_tokens": 16882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12000.71, + "sql_execution_elapsed_ms_total": 10.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dabeb5e08a732d81f2d62d081230aa1283aab590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:52.879639+00:00", + "ended_at": "2026-05-19T15:30:04.880382+00:00", + "elapsed_ms": 12000.71, + "prompt_metrics": { + "chars": 15511, + "bytes_utf8": 15511, + "lines": 468, + "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": 449, + "bytes_utf8": 449, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16511, + "cached_input_tokens": 12032, + "output_tokens": 371, + "reasoning_output_tokens": 254 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..accb9518b6fc7998162960e2df6db55de0ef50c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=double_slash_redirecting, measure_col=Prefix_Suffix.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "double_slash_redirecting", + "measure_col": "Prefix_Suffix", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f2054ba2579f4618a8209db46a345cf4725655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-9616-7321-b8a9-663dc5f50e83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"double_slash_redirecting\\\", SUM(CAST(\\\"Prefix_Suffix\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"double_slash_redirecting\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"double_slash_redirecting\\\" and measure_col=\\\"Prefix_Suffix\\\". CAST is applied because the schema stores numeric-discrete fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16511,"cached_input_tokens":12032,"output_tokens":371,"reasoning_output_tokens":254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d3c3667a02e4d4e19e4bfd5d755a89237f97a66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"double_slash_redirecting\", SUM(CAST(\"Prefix_Suffix\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"double_slash_redirecting\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"double_slash_redirecting\" and measure_col=\"Prefix_Suffix\". CAST is applied because the schema stores numeric-discrete fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_be73ff987e25fd90/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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73bd98d244e40b9874e15f4a9399014c0188c8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/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": "2026-05-19T16:01:52.702377+00:00", + "ended_at": "2026-05-19T16:01:56.008557+00:00", + "elapsed_ms": 3306.16, + "returncode": 1, + "prompt_metrics": { + "chars": 15712, + "bytes_utf8": 15712, + "lines": 471, + "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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb09656b6883fbda78bee4d8078d99ae18c6dab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/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": "2026-05-19T16:01:57.010445+00:00", + "ended_at": "2026-05-19T16:02:00.355878+00:00", + "elapsed_ms": 3345.4, + "returncode": 1, + "prompt_metrics": { + "chars": 15712, + "bytes_utf8": 15712, + "lines": 471, + "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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e42a3cd071bd7b81e18e7bd51631f781484909ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Favicon, condition_col=Favicon.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Favicon", + "condition_col": "Favicon", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e42a3cd071bd7b81e18e7bd51631f781484909ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Favicon, condition_col=Favicon.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Favicon", + "condition_col": "Favicon", + "condition_value": "-1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b068eee9e2a4c455c29b600c43367a0848cb5b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e152-72c0-ab9b-895ccce5cb2f"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f0916a7eff71b926de39e737b41e8c3a900aecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e152-72c0-ab9b-895ccce5cb2f"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a27565cc3629dbdec0ef01900e0d9f26c476c747 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f222-7b53-acab-9ae51b239ba1"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9eb1a56595782466ec2002f4185d939923f187e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f222-7b53-acab-9ae51b239ba1"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/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/c8/artifacts/v2q_c8_c50963aae644511d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c50963aae644511d/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/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22955b60fa1ee8a5b315817f0b4b449353d73190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1798, "bytes_utf8": 1798, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16539, "cached_input_tokens": 15744, "output_tokens": 2869, "reasoning_output_tokens": 2243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8515406c243ecf6249ed538c7a51df2ea0292ab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_c89cdfc8243d9f9e", + "api_calls": 0, + "input_tokens": 16539, + "cached_input_tokens": 15744, + "output_tokens": 2869, + "total_tokens": 19408, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 47361.36, + "sql_execution_elapsed_ms_total": 70.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcc6bbb375bb4a31f4fa76728264f8f9f1ef7acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:53.717301+00:00", + "ended_at": "2026-05-19T15:53:41.078690+00:00", + "elapsed_ms": 47361.36, + "prompt_metrics": { + "chars": 15644, + "bytes_utf8": 15644, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2426, + "bytes_utf8": 2426, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1798, + "bytes_utf8": 1798, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16539, + "cached_input_tokens": 15744, + "output_tokens": 2869, + "reasoning_output_tokens": 2243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d310247080551c7ddb277b04c733e5cf26913e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=DNSRecord, measure_col=Result.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "DNSRecord", + "measure_col": "Result", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b6dc7d2f7385c6b08efe8200d4fabef439a85fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-a7e0-7d82-92a8-2f3f3f7f0a59"} +{"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 \\\"DNSRecord\\\" AS \\\"group_col\\\",\\n CAST(\\\"Result\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"DNSRecord\\\"\\n ORDER BY CAST(\\\"Result\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"DNSRecord\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"c8\\\"\\n WHERE \\\"DNSRecord\\\" IS NOT NULL\\n AND \\\"Result\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"n\\\" - 1)) AS INTEGER) AS \\\"lo_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 \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"DNSRecord\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"DNSRecord\\\";\",\"notes\":\"SQLite-compatible emulation of the 0.9 percentile using window functions and linear interpolation on CAST(\\\"Result\\\" AS REAL), grouped by \\\"DNSRecord\\\" and ranked by the resulting percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16539,"cached_input_tokens":15744,"output_tokens":2869,"reasoning_output_tokens":2243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0def740da9ea80381e8eef854ba0a14afefd838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"DNSRecord\" AS \"group_col\",\n CAST(\"Result\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"DNSRecord\"\n ORDER BY CAST(\"Result\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"DNSRecord\"\n ) AS \"n\"\n FROM \"c8\"\n WHERE \"DNSRecord\" IS NOT NULL\n AND \"Result\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"n\" - 1)) AS INTEGER) AS \"lo_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 \"hi_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure_col\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure_col\" END) AS \"hi_val\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\"\n)\nSELECT\n \"group_col\" AS \"DNSRecord\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"DNSRecord\";","notes":"SQLite-compatible emulation of the 0.9 percentile using window functions and linear interpolation on CAST(\"Result\" AS REAL), grouped by \"DNSRecord\" and ranked by the resulting percentile."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c89cdfc8243d9f9e/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/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8430647cb35f114d2186d7981a8cf8eff5eaec94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Domain_registeration_length.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Domain_registeration_length", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a64b0ee702addaf7a763a1adbf61e8fa0e7ed1a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-30c6-7952-bd97-5481610b1421"} +{"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 \\\"Domain_registeration_length\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Domain_registeration_length\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c8\\\"\\n)\\nSELECT \\\"Domain_registeration_length\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Domain_registeration_length\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"Domain_registeration_length\\\" and num_tiles=10, returning the top decile tail bucket. CAST to INTEGER is used because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16560,"cached_input_tokens":15744,"output_tokens":430,"reasoning_output_tokens":278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/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/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64355e3ccab2767b938b3dd18e461e735c38bfae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15882, "bytes_utf8": 15882, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16624, "cached_input_tokens": 15744, "output_tokens": 1412, "reasoning_output_tokens": 1218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54795b9d3ffe5314e50e2a8b348b9e1bcb062627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_ca9772e31ff27f61", + "api_calls": 0, + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 1412, + "total_tokens": 18036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26005.87, + "sql_execution_elapsed_ms_total": 18.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8de133f2ef3b6350fc465b52dd0294c774fbb1b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:54.554459+00:00", + "ended_at": "2026-05-19T15:34:20.560368+00:00", + "elapsed_ms": 26005.87, + "prompt_metrics": { + "chars": 15882, + "bytes_utf8": 15882, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1062, + "bytes_utf8": 1062, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16624, + "cached_input_tokens": 15744, + "output_tokens": 1412, + "reasoning_output_tokens": 1218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cbec9eb77f15321eb0ba074ce90ec1f931e169d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Page_Rank.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "DNSRecord", + "measure_col": "Page_Rank", + "item_col": "web_traffic", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..054146b6479e70cd61f79760eabad3b21036fe88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-45f8-7ad1-9039-297ecec31437"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"DNSRecord\\\", \\\"web_traffic\\\",\\n SUM(CAST(\\\"Page_Rank\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Page_Rank\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Page_Rank\\\" AS REAL))) OVER (PARTITION BY \\\"DNSRecord\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"DNSRecord\\\", \\\"web_traffic\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned template with group_col=\\\"DNSRecord\\\", item_col=\\\"web_traffic\\\", and measure_col=\\\"Page_Rank\\\". \\\"Page_Rank\\\" is cast from TEXT to REAL for SQLite aggregation, and NULLIF guards against divide-by-zero when computing the within-group share.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16624,"cached_input_tokens":15744,"output_tokens":1412,"reasoning_output_tokens":1218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a6dea7779a20a32a71e94a970875d6b55170b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"DNSRecord\", \"web_traffic\",\n SUM(CAST(\"Page_Rank\" AS REAL)) AS total_measure,\n SUM(CAST(\"Page_Rank\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Page_Rank\" AS REAL))) OVER (PARTITION BY \"DNSRecord\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"DNSRecord\", \"web_traffic\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Uses the planned template with group_col=\"DNSRecord\", item_col=\"web_traffic\", and measure_col=\"Page_Rank\". \"Page_Rank\" is cast from TEXT to REAL for SQLite aggregation, and NULLIF guards against divide-by-zero when computing the within-group share."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/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/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bbfc9ec8152ab6d2ae3cbfe2282549d3ab07491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16036, "bytes_utf8": 16036, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 756, "bytes_utf8": 756, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 12032, "output_tokens": 542, "reasoning_output_tokens": 342}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2591ad62d33eaf9d4633c6e24c711547edcf35b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_cdb4319d4d11e023", + "api_calls": 0, + "input_tokens": 16645, + "cached_input_tokens": 12032, + "output_tokens": 542, + "total_tokens": 17187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16350.52, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75e4f5ace3e2e1b40e2d309b03f84c9838439f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:36.038719+00:00", + "ended_at": "2026-05-19T15:50:52.389266+00:00", + "elapsed_ms": 16350.52, + "prompt_metrics": { + "chars": 16036, + "bytes_utf8": 16036, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1133, + "bytes_utf8": 1133, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16645, + "cached_input_tokens": 12032, + "output_tokens": 542, + "reasoning_output_tokens": 342 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ae1f3d59e6984d8f73abacea6b327b4893bd3db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=on_mouseover, measure_col=web_traffic.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "on_mouseover", + "measure_col": "web_traffic", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e721e3e20424e647b28f9c024b9c946d3e3e834a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-8e2c-7723-be5e-3a9bbf1f0d7c"} +{"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 \\\"on_mouseover\\\", SUM(CAST(\\\"web_traffic\\\" AS REAL)) AS group_value\\n FROM \\\"c8\\\"\\n WHERE \\\"on_mouseover\\\" IS NOT NULL\\n AND \\\"web_traffic\\\" IS NOT NULL\\n GROUP BY \\\"on_mouseover\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"on_mouseover\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"on_mouseover\\\" and measure_col=\\\"web_traffic\\\". CAST is applied because the schema stores values as TEXT, and NULLs are filtered for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16645,"cached_input_tokens":12032,"output_tokens":542,"reasoning_output_tokens":342}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..010f39583c96ea4a115672b1b29cad672f7563cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"on_mouseover\", SUM(CAST(\"web_traffic\" AS REAL)) AS group_value\n FROM \"c8\"\n WHERE \"on_mouseover\" IS NOT NULL\n AND \"web_traffic\" IS NOT NULL\n GROUP BY \"on_mouseover\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"on_mouseover\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"on_mouseover\" and measure_col=\"web_traffic\". CAST is applied because the schema stores values as TEXT, and NULLs are filtered for stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_cdb4319d4d11e023/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/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ff73ba9e8e0fc05ab629863dafe194e5fbfc7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16038, "bytes_utf8": 16038, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 834, "bytes_utf8": 834, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16642, "cached_input_tokens": 15744, "output_tokens": 730, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8677f5f6647f2799b9b23631e9a60599bc14f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:49.763805+00:00", + "ended_at": "2026-05-19T15:48:07.528768+00:00", + "elapsed_ms": 17764.93, + "prompt_metrics": { + "chars": 16038, + "bytes_utf8": 16038, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1215, + "bytes_utf8": 1215, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16642, + "cached_input_tokens": 15744, + "output_tokens": 730, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44998118daa890f21908999fe8129d15dc192de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ce97860117f4dcf6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"Request_URL\",\n SUM(CAST(\"Abnormal_URL\" AS REAL)) AS group_value\n FROM \"c8\"\n WHERE \"Request_URL\" IS NOT NULL\n AND \"Abnormal_URL\" IS NOT NULL\n GROUP BY \"Request_URL\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"Request_URL\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\"Request_URL\" and measure_col=\"Abnormal_URL\". Because the schema stores fields as TEXT, the measure is cast to REAL before SUM; NULL group/measure rows are excluded for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f4f13e4d3aee108aa467a761ceadc2d564eeeed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:56.904412+00:00", + "ended_at": "2026-05-19T16:08:00.211604+00:00", + "elapsed_ms": 3307.17, + "returncode": 1, + "prompt_metrics": { + "chars": 15555, + "bytes_utf8": 15555, + "lines": 468, + "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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0956f3c7a446aa8f37c8b3789478766dfc0cba42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:01.214332+00:00", + "ended_at": "2026-05-19T16:08:04.443931+00:00", + "elapsed_ms": 3229.55, + "returncode": 1, + "prompt_metrics": { + "chars": 15555, + "bytes_utf8": 15555, + "lines": 468, + "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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c442550a1231ea9018e61ac92f9db41dd00c46c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Request_URL, measure_col=Iframe.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Iframe", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c442550a1231ea9018e61ac92f9db41dd00c46c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Request_URL, measure_col=Iframe.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Request_URL", + "measure_col": "Iframe", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0786ddbba0428f8e7ad29ba72849195622e11f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7001-7ba3-b859-0d7b523b9ba8"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..045919ce5484a6397b28262ad5cfd51b36bb098b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7001-7ba3-b859-0d7b523b9ba8"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7347a158de4aa2355927a5d021eaf9ca9a2d99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-80c9-7872-b60b-bc4c30c1da9a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71cc5b14cc6c15c72f1ba1dea8321480d9e2eb87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-80c9-7872-b60b-bc4c30c1da9a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/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/c8/artifacts/v2q_c8_d0c83fd764301677/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d0c83fd764301677/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/c8/artifacts/v2q_c8_d380678a47b28689/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca4e92a2b5ea4b9378d71a2e5a0d91a7b58feda3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16270, "bytes_utf8": 16270, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 819, "bytes_utf8": 819, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16712, "cached_input_tokens": 15744, "output_tokens": 1042, "reasoning_output_tokens": 808}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a80af80675b03d7190f3a773df9b88deee20b78a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_d380678a47b28689", + "api_calls": 0, + "input_tokens": 16712, + "cached_input_tokens": 15744, + "output_tokens": 1042, + "total_tokens": 17754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18486.31, + "sql_execution_elapsed_ms_total": 9.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e427a2cc9a4ad690074d05da44c6996353ab1d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:54.849740+00:00", + "ended_at": "2026-05-19T15:41:13.336099+00:00", + "elapsed_ms": 18486.31, + "prompt_metrics": { + "chars": 16270, + "bytes_utf8": 16270, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1219, + "bytes_utf8": 1219, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16712, + "cached_input_tokens": 15744, + "output_tokens": 1042, + "reasoning_output_tokens": 808 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17acddb17a1328b2722dbd8aa985d1f19ee13dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Favicon, condition_col=Favicon.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Favicon", + "condition_col": "Favicon", + "condition_value": "1", + "positive_value": "1", + "negative_value": "-1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ad2251187853cbcc3a0030d177746059b56808e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-afc3-7bd1-85e2-1b682d8c973a"} +{"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 \\\"Favicon\\\",\\n SUM(CASE WHEN \\\"Favicon\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"Favicon\\\" = '-1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c8\\\"\\n GROUP BY \\\"Favicon\\\"\\n)\\nSELECT\\n \\\"Favicon\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the requested grouped-ratio template with both group_col and condition_col bound to \\\"Favicon\\\". Since the grouping field and condition field are identical, the result is structurally degenerate: the '1' group has no '-1' rows in-group so its ratio is NULL, while the '-1' group yields 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16712,"cached_input_tokens":15744,"output_tokens":1042,"reasoning_output_tokens":808}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b732f41e2a62b69a5645d736b4728abe5d646443 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"Favicon\",\n SUM(CASE WHEN \"Favicon\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"Favicon\" = '-1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c8\"\n GROUP BY \"Favicon\"\n)\nSELECT\n \"Favicon\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applied the requested grouped-ratio template with both group_col and condition_col bound to \"Favicon\". Since the grouping field and condition field are identical, the result is structurally degenerate: the '1' group has no '-1' rows in-group so its ratio is NULL, while the '-1' group yields 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_d380678a47b28689/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/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d126b67328d30526926af8ae69f1986e54bd00e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15478, "bytes_utf8": 15478, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16503, "cached_input_tokens": 12032, "output_tokens": 265, "reasoning_output_tokens": 163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ea6844f756d50f36228c0397198cd86c8585fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_e0aa0bbfe6f4ee9e", + "api_calls": 0, + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 265, + "total_tokens": 16768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7629.14, + "sql_execution_elapsed_ms_total": 5.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a781549d3a4ae7342758da6ecd28b0f1e943b4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:48.696946+00:00", + "ended_at": "2026-05-19T15:28:56.326116+00:00", + "elapsed_ms": 7629.14, + "prompt_metrics": { + "chars": 15478, + "bytes_utf8": 15478, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16503, + "cached_input_tokens": 12032, + "output_tokens": 265, + "reasoning_output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b884383e044fb2d5a4f1a0835ff8239133d3d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=URL_Length, measure_col=URL_Length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "URL_Length", + "measure_col": "URL_Length", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28141c06004e32630ef81f4d21348a542653abfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-9b35-7072-a5ec-cc44bc3cdb4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"URL_Length\\\", SUM(CAST(\\\"URL_Length\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c8\\\"\\nGROUP BY \\\"URL_Length\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col and measure_col both bound to \\\"URL_Length\\\". Cast was added because the schema stores this field as TEXT, while the template implies numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16503,"cached_input_tokens":12032,"output_tokens":265,"reasoning_output_tokens":163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea647c046f8f1642f0861d0e8278d0c65290b99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"URL_Length\", SUM(CAST(\"URL_Length\" AS INTEGER)) AS total_measure\nFROM \"c8\"\nGROUP BY \"URL_Length\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with group_col and measure_col both bound to \"URL_Length\". Cast was added because the schema stores this field as TEXT, while the template implies numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e0aa0bbfe6f4ee9e/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/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6e7119a999f2f1757f8d62a88f84ff14490db86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15884, "bytes_utf8": 15884, "lines": 470, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16620, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7280b5b0ceeae40cc9f6237cb1e39250038908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_e7b8d7ab3f360ade", + "api_calls": 0, + "input_tokens": 16620, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 17324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14454.52, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..497501f4040ca73624cf052171d087e8ba578321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:06.670388+00:00", + "ended_at": "2026-05-19T15:37:21.124955+00:00", + "elapsed_ms": 14454.52, + "prompt_metrics": { + "chars": 15884, + "bytes_utf8": 15884, + "lines": 470, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16620, + "cached_input_tokens": 12032, + "output_tokens": 704, + "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/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f3bcd1310f1f9667a864f5d0fe9234f2443207e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,470 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Result, measure_col=URL_Length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Result", + "measure_col": "URL_Length", + "item_col": "having_IP_Address", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11fb189cfc4ecc1005639fe90b2a7055ccca735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-347b-7853-9710-343ac40b8122"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Result\\\",\\n \\\"having_IP_Address\\\",\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"URL_Length\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"URL_Length\\\" AS REAL))) OVER (PARTITION BY \\\"Result\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Result\\\", \\\"having_IP_Address\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"Result\\\", item_col=\\\"having_IP_Address\\\", and measure_col=\\\"URL_Length\\\". Casted \\\"URL_Length\\\" from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division-by-zero in groups whose total measure sums to 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16620,"cached_input_tokens":12032,"output_tokens":704,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9979a6e8a1653cb0224330b2887711e79528c331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Result\",\n \"having_IP_Address\",\n SUM(CAST(\"URL_Length\" AS REAL)) AS total_measure,\n SUM(CAST(\"URL_Length\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"URL_Length\" AS REAL))) OVER (PARTITION BY \"Result\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"Result\", \"having_IP_Address\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"Result\", item_col=\"having_IP_Address\", and measure_col=\"URL_Length\". Casted \"URL_Length\" from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division-by-zero in groups whose total measure sums to 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_e7b8d7ab3f360ade/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/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec42ffb0fdbb982ca19b6c26105e427b18284160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ea2df8c321fdf981/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15655, "bytes_utf8": 15655, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16560, "cached_input_tokens": 15744, "output_tokens": 684, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2250e1757a5230afdef105b4877ff2f83eabaa88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15517, "bytes_utf8": 15517, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16515, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74d7c0574c097e6155cc0b4f451dfbec917ba202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_ebc9a9eccbf33498", + "api_calls": 0, + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 16848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14351.08, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d094701b5be9f6fbfb29b4fdd6b7c92b76ec6d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:26.792311+00:00", + "ended_at": "2026-05-19T15:29:41.143420+00:00", + "elapsed_ms": 14351.08, + "prompt_metrics": { + "chars": 15517, + "bytes_utf8": 15517, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1122, + "bytes_utf8": 1122, + "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": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16515, + "cached_input_tokens": 12032, + "output_tokens": 333, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b95ab63a852b2469eb288f4f75186f1715514af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=having_At_Symbol, measure_col=double_slash_redirecting.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "having_At_Symbol", + "measure_col": "double_slash_redirecting", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8dc935b6f42bbaa4a2db5792fc185a3b6d79b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40db-300f-7471-bced-044d5213e43e"} +{"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 1958720, Requested 17150. Please try again in -723ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"having_At_Symbol\\\", SUM(CAST(\\\"double_slash_redirecting\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_At_Symbol\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the requested grouped numeric sum template with \\\"having_At_Symbol\\\" as the group column and cast \\\"double_slash_redirecting\\\" to INTEGER because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16515,"cached_input_tokens":12032,"output_tokens":333,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2efc371bcb03d86c828f49866cd423c4c84be6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"having_At_Symbol\", SUM(CAST(\"double_slash_redirecting\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_At_Symbol\"\nORDER BY \"total_measure\" DESC;","notes":"Used the requested grouped numeric sum template with \"having_At_Symbol\" as the group column and cast \"double_slash_redirecting\" to INTEGER because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ebc9a9eccbf33498/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/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8f94116373206ea14b0838b8cd13be903181c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15383, "bytes_utf8": 15383, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16475, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 290}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d986440f7575a85af6693f8b445516382ae9e60c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c8", + "model": "v2-cli:codex", + "run_id": "v2q_c8_f5eeec435a844233", + "api_calls": 0, + "input_tokens": 16475, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 16839, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.18, + "sql_execution_elapsed_ms_total": 5.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..477185d46d653f96152a55fe6827e79fc3e2f955 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:03.649161+00:00", + "ended_at": "2026-05-19T15:32:15.499375+00:00", + "elapsed_ms": 11850.18, + "prompt_metrics": { + "chars": 15383, + "bytes_utf8": 15383, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 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": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16475, + "cached_input_tokens": 12032, + "output_tokens": 364, + "reasoning_output_tokens": 290 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae8a6582ca5071aa2190751e271f57c483877660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Request_URL.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Request_URL", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a74ece9a767c94e3d2a8b4f81212225466361541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-94ae-7a00-b67e-2a0a4b1057e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Request_URL\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Request_URL\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template on \\\"Request_URL\\\" to return subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16475,"cached_input_tokens":12032,"output_tokens":364,"reasoning_output_tokens":290}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..529292f979b95173f4e0c748d61f9fa87b42fde7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Request_URL\", COUNT(*) AS \"row_count\"\nFROM \"c8\"\nGROUP BY \"Request_URL\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template on \"Request_URL\" to return subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_f5eeec435a844233/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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..422d5fe10ddc82993546906a55d47f90e9f9538b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/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": "2026-05-19T15:58:12.994963+00:00", + "ended_at": "2026-05-19T15:58:16.430891+00:00", + "elapsed_ms": 3435.9, + "returncode": 1, + "prompt_metrics": { + "chars": 15660, + "bytes_utf8": 15660, + "lines": 468, + "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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13e63dd96447e0b10cc3a33644859a1169e37101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/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": "2026-05-19T15:58:17.433349+00:00", + "ended_at": "2026-05-19T15:58:20.675042+00:00", + "elapsed_ms": 3241.65, + "returncode": 1, + "prompt_metrics": { + "chars": 15660, + "bytes_utf8": 15660, + "lines": 468, + "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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3378861945d8d906a09fda175505f1ade2460e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Result, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Result", + "measure_col": "having_Sub_Domain", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3378861945d8d906a09fda175505f1ade2460e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c8 +- dataset_name: Phishing Websites +- table_name: c8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`. +- task_type: classification +- target_column: having_At_Symbol +- main_row_count: 11055 +- important_fields: +- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address. +- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length. +- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service. +- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol. +- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting. +- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix. +- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain. +- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State. +- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length. +- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon. +- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port. +- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token. +- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL. +- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor. +- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags. +- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH. +- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email. +- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL. +- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect. +- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover. +- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick. +- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow. +- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe. +- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain. +- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord. +- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic. +- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank. +- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index. +- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page. +- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report. +- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result. +- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']] +- fields_requiring_caution: ['having_At_Symbol'] +- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites + +SQLite schema snapshot: +{ + "table_name": "c8", + "quoted_table_name": "\"c8\"", + "row_count": 11055, + "columns": [ + { + "name": "having_IP_Address", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_Length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Shortining_Service", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_At_Symbol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "double_slash_redirecting", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Prefix_Suffix", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "having_Sub_Domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SSLfinal_State", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Domain_registeration_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Favicon", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "port", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HTTPS_token", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Request_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "URL_of_Anchor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_in_tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SFH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Submitting_to_email", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Abnormal_URL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Redirect", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "on_mouseover", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RightClick", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "popUpWidnow", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Iframe", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_domain", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "DNSRecord", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "web_traffic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Page_Rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Google_Index", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Links_pointing_to_page", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Statistical_report", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Result", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "having_IP_Address": "-1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "-1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "-1", + "Links_in_tags": "1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "-1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "1", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "0", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "-1", + "SFH": "-1", + "Submitting_to_email": "-1", + "Abnormal_URL": "-1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "0", + "Statistical_report": "-1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "-1", + "SSLfinal_State": "-1", + "Domain_registeration_length": "1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "-1", + "Request_URL": "-1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "1", + "RightClick": "1", + "popUpWidnow": "1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "1", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "-1", + "Statistical_report": "1", + "Result": "-1" + }, + { + "having_IP_Address": "1", + "URL_Length": "0", + "Shortining_Service": "-1", + "having_At_Symbol": "1", + "double_slash_redirecting": "1", + "Prefix_Suffix": "-1", + "having_Sub_Domain": "1", + "SSLfinal_State": "1", + "Domain_registeration_length": "-1", + "Favicon": "1", + "port": "1", + "HTTPS_token": "1", + "Request_URL": "1", + "URL_of_Anchor": "0", + "Links_in_tags": "0", + "SFH": "-1", + "Submitting_to_email": "1", + "Abnormal_URL": "1", + "Redirect": "0", + "on_mouseover": "-1", + "RightClick": "1", + "popUpWidnow": "-1", + "Iframe": "1", + "age_of_domain": "-1", + "DNSRecord": "-1", + "web_traffic": "0", + "Page_Rank": "-1", + "Google_Index": "1", + "Links_pointing_to_page": "1", + "Statistical_report": "1", + "Result": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Result, measure_col=having_Sub_Domain.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Result", + "measure_col": "having_Sub_Domain", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04f43e7fad5f63fb1a84df8041a34cc2a449f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8706-7511-8c31-5454a00e5c62"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd6145dbaacbf7ae7d9d43acd133e7f4fa45a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8706-7511-8c31-5454a00e5c62"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c72857e7ac38d3e5617483a52849bdd8db7b4cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9862-77d2-bb74-a81bc3ae282a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68dace41a1e70489da0dc83fbe6160813403c4bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9862-77d2-bb74-a81bc3ae282a"} +{"type":"turn.started"} +{"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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/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/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_fc8f946df71ebe0e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391