diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae0a92e1d179187c2eb1e50ccae937f04965dad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16567, "bytes_utf8": 16575, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12288, "output_tokens": 322, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4740ae0b15328567cc993b83f88241fe121c4d6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_0101ea7639439717", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12288, + "output_tokens": 322, + "total_tokens": 17342, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18954.12, + "sql_execution_elapsed_ms_total": 74.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..009a5086018177d437acc307b20fdd50a6610d08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:34.478949+00:00", + "ended_at": "2026-05-19T15:30:53.433106+00:00", + "elapsed_ms": 18954.12, + "prompt_metrics": { + "chars": 16567, + "bytes_utf8": 16575, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1734, + "bytes_utf8": 1734, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 12288, + "output_tokens": 322, + "reasoning_output_tokens": 223 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a5a6ecb0280b2ea393d795e85ff30ca735775c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7e3dc00106044b515a9842dac87736f2f5c641 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40dc-3883-7401-bb4a-413d3657e6fc"} +{"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 1998516, Requested 17655. Please try again in 485ms. 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 1990451, Requested 17655. Please try again in 243ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17655. Please try again in 529ms. 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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"category_id\\\" and measure_col=\\\"views\\\". CAST is used because \\\"views\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12288,"output_tokens":322,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d897ebaf112e74e342ee0be39de5e3a78c1af38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"category_id\", SUM(CAST(\"views\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped numeric sum template with group_col=\"category_id\" and measure_col=\"views\". CAST is used because \"views\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0101ea7639439717/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be1821a872de7d4afe60da1872a3d0a176d1f5a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/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": "2026-05-19T16:06:55.157616+00:00", + "ended_at": "2026-05-19T16:06:58.149782+00:00", + "elapsed_ms": 2992.14, + "returncode": 1, + "prompt_metrics": { + "chars": 16687, + "bytes_utf8": 16695, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..062260b17a33b878f49e13608823d66a692dfb38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/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": "2026-05-19T16:06:59.152330+00:00", + "ended_at": "2026-05-19T16:07:02.065197+00:00", + "elapsed_ms": 2912.83, + "returncode": 1, + "prompt_metrics": { + "chars": 16687, + "bytes_utf8": 16695, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6980ce2bc78c68a5ddf2858f399f391b46ebedab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6980ce2bc78c68a5ddf2858f399f391b46ebedab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21c22f03b5907ac2f9ae276e8c0d1cd45e09c09d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7eb4-7d62-a988-2bbddf662e48"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1083584dd337b42f82e96204115de76a718b7c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7eb4-7d62-a988-2bbddf662e48"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b100d2716e04862b958f01788b0676b5dae2dffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8e57-78f3-b2a6-881f16f301bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cadad9663bbb6d7f68096727ab9d828a174107a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8e57-78f3-b2a6-881f16f301bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0379ec6e11a14074/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5c061d50745c01bb544bd17aee65a61a819cc71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16745, "bytes_utf8": 16753, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1672, "bytes_utf8": 1672, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 4297, "reasoning_output_tokens": 3761}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35579179a9bd7db222c918487d30f50f6f400f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_059f45358b4402af", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 4297, + "total_tokens": 21355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 55279.74, + "sql_execution_elapsed_ms_total": 176.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47604f95a88c1a05cd2ba7cefec0bfa2f6cd75f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:38.571447+00:00", + "ended_at": "2026-05-19T15:50:33.851220+00:00", + "elapsed_ms": 55279.74, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2281, + "bytes_utf8": 2281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1672, + "bytes_utf8": 1672, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 4297, + "reasoning_output_tokens": 3761 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5ff82aa3d60976a6be6aa60ba72c85c3847357 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e02749376cf6b7ba57553d7079866ab59219ae50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-ada0-73c0-9698-80009b268a86"} +{"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 \\\"category_id\\\",\\n CAST(\\\"views\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"category_id\\\"\\n ORDER BY CAST(\\\"views\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"category_id\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"category_id\\\" IS NOT NULL\\n AND TRIM(\\\"category_id\\\") <> ''\\n AND \\\"views\\\" IS NOT NULL\\n AND TRIM(\\\"views\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"category_id\\\",\\n 9 * (\\\"cnt\\\" - 1) AS \\\"idx_num\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n 1 + CAST(\\\"idx_num\\\" / 10 AS INTEGER) AS \\\"lo_rn\\\",\\n 1 + CAST(\\\"idx_num\\\" / 10 AS INTEGER) + CASE\\n WHEN (\\\"idx_num\\\" % 10) = 0 THEN 0\\n ELSE 1\\n END AS \\\"hi_rn\\\",\\n (\\\"idx_num\\\" % 10) / 10.0 AS \\\"weight\\\"\\n FROM \\\"positions\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"category_id\\\",\\n b.\\\"weight\\\",\\n lo.\\\"measure_value\\\" AS \\\"lo_val\\\",\\n hi.\\\"measure_value\\\" AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"category_id\\\" = b.\\\"category_id\\\"\\n AND lo.\\\"rn\\\" = b.\\\"lo_rn\\\"\\n JOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"category_id\\\" = b.\\\"category_id\\\"\\n AND hi.\\\"rn\\\" = b.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"category_id\\\",\\n \\\"lo_val\\\" + \\\"weight\\\" * (\\\"hi_val\\\" - \\\"lo_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses \\\"category_id\\\" as the group column and casts text \\\"views\\\" to REAL, emulating SQLite-compatible PERCENTILE_CONT(0.9) via window ordering and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":4297,"reasoning_output_tokens":3761}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13c1ee166638004702501d0b3f2ed6ade22a54e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"category_id\",\n CAST(\"views\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"category_id\"\n ORDER BY CAST(\"views\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"category_id\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE \"category_id\" IS NOT NULL\n AND TRIM(\"category_id\") <> ''\n AND \"views\" IS NOT NULL\n AND TRIM(\"views\") <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"category_id\",\n 9 * (\"cnt\" - 1) AS \"idx_num\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"category_id\",\n 1 + CAST(\"idx_num\" / 10 AS INTEGER) AS \"lo_rn\",\n 1 + CAST(\"idx_num\" / 10 AS INTEGER) + CASE\n WHEN (\"idx_num\" % 10) = 0 THEN 0\n ELSE 1\n END AS \"hi_rn\",\n (\"idx_num\" % 10) / 10.0 AS \"weight\"\n FROM \"positions\"\n),\n\"picked\" AS (\n SELECT\n b.\"category_id\",\n b.\"weight\",\n lo.\"measure_value\" AS \"lo_val\",\n hi.\"measure_value\" AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ordered\" AS lo\n ON lo.\"category_id\" = b.\"category_id\"\n AND lo.\"rn\" = b.\"lo_rn\"\n JOIN \"ordered\" AS hi\n ON hi.\"category_id\" = b.\"category_id\"\n AND hi.\"rn\" = b.\"hi_rn\"\n)\nSELECT\n \"category_id\",\n \"lo_val\" + \"weight\" * (\"hi_val\" - \"lo_val\") AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses \"category_id\" as the group column and casts text \"views\" to REAL, emulating SQLite-compatible PERCENTILE_CONT(0.9) via window ordering and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_059f45358b4402af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85530db747811cbeccbc1866322fd6d7f1c5270e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16948, "bytes_utf8": 16956, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17132, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf0057c5b4262164db9c39f7b4d09f202e8b852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_05a5f607b8bb0aa4", + "api_calls": 0, + "input_tokens": 17132, + "cached_input_tokens": 12032, + "output_tokens": 314, + "total_tokens": 17446, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21713.06, + "sql_execution_elapsed_ms_total": 30.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d714ac2b0e8488ae6a6b559a36ffc5e42af0d6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:21.560099+00:00", + "ended_at": "2026-05-19T15:42:43.273192+00:00", + "elapsed_ms": 21713.06, + "prompt_metrics": { + "chars": 16948, + "bytes_utf8": 16956, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2208, + "bytes_utf8": 2208, + "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": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17132, + "cached_input_tokens": 12032, + "output_tokens": 314, + "reasoning_output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..126f4497e4459c4f8e94cb3e0de2af09352fa805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=comments_disabled, group_col_2=video_error_or_removed.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "comments_disabled", + "group_col_2": "video_error_or_removed", + "predicate_col": "publish_time", + "predicate_op": "=", + "predicate_value": "2018-05-11T04:00:34.000Z", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e7690ffd83408643000074e5313697ddc4700b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40e7-0285-7fc1-b4d2-b11c4a958a84"} +{"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 1982803, Requested 17767. Please try again in 17ms. 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 1984142, Requested 17767. Please try again in 57ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17767. Please try again in 533ms. 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 1991713, Requested 17767. Please try again in 284ms. 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 \\\"comments_disabled\\\", \\\"video_error_or_removed\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"publish_time\\\" = '2018-05-11T04:00:34.000Z'\\nGROUP BY \\\"comments_disabled\\\", \\\"video_error_or_removed\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"comments_disabled\\\", group_col_2=\\\"video_error_or_removed\\\", and predicate publish_time = '2018-05-11T04:00:34.000Z'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17132,"cached_input_tokens":12032,"output_tokens":314,"reasoning_output_tokens":168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e9586ea047ca38904ede159f3f85dd66026359d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"comments_disabled\", \"video_error_or_removed\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE \"publish_time\" = '2018-05-11T04:00:34.000Z'\nGROUP BY \"comments_disabled\", \"video_error_or_removed\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"comments_disabled\", group_col_2=\"video_error_or_removed\", and predicate publish_time = '2018-05-11T04:00:34.000Z'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_05a5f607b8bb0aa4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38e94bc41ab4640b3535e0606f06c0d49b8e10ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17387, "bytes_utf8": 17395, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 865, "bytes_utf8": 865, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17231, "cached_input_tokens": 15744, "output_tokens": 729, "reasoning_output_tokens": 513}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c43598452c584619b90185d69bf0107a759dca46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_0640f5b0f3cbd6ff", + "api_calls": 0, + "input_tokens": 17231, + "cached_input_tokens": 15744, + "output_tokens": 729, + "total_tokens": 17960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16728.01, + "sql_execution_elapsed_ms_total": 58.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dcd2e6a92d3ecd0c62ad863c40005854aa1197e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:19.427010+00:00", + "ended_at": "2026-05-19T15:39:36.155052+00:00", + "elapsed_ms": 16728.01, + "prompt_metrics": { + "chars": 17387, + "bytes_utf8": 17395, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1234, + "bytes_utf8": 1234, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 865, + "bytes_utf8": 865, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17231, + "cached_input_tokens": 15744, + "output_tokens": 729, + "reasoning_output_tokens": 513 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1c63a80e0522d7c39301d22693f7b3086f969e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=category_id, condition_col=category_id.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "24", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..033899dd1bfcf17ac1d7ec566c8341d35a88a48a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-3b14-7223-bdf5-72cd4067c9bd"} +{"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 \\\"category_id\\\",\\n SUM(CASE WHEN \\\"category_id\\\" = '24' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\"\\n)\\nSELECT \\\"category_id\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"category_id\\\" and condition_col=\\\"category_id\\\", using positive_value='24' and negative_value='10'. Because the grouping column and condition column are the same, most groups will produce NULL ratios, with category_id='10' yielding 0 and category_id='24' yielding NULL due to division by zero protection.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17231,"cached_input_tokens":15744,"output_tokens":729,"reasoning_output_tokens":513}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..521a45557bec6cac92f80bb9f1d0770c7cc4bbd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"category_id\",\n SUM(CASE WHEN \"category_id\" = '24' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"category_id\" = '10' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"category_id\"\n)\nSELECT \"category_id\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"category_id\" and condition_col=\"category_id\", using positive_value='24' and negative_value='10'. Because the grouping column and condition column are the same, most groups will produce NULL ratios, with category_id='10' yielding 0 and category_id='24' yielding NULL due to division by zero protection."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0640f5b0f3cbd6ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beac0f6a40a6899cde274b79ae43532cd396fd7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16782, "bytes_utf8": 16790, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1838, "bytes_utf8": 1838, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17063, "cached_input_tokens": 15744, "output_tokens": 2456, "reasoning_output_tokens": 1858}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3b5fcf382c464862e7cd14bec750dabe44b8774 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_0d88ead3ccf0dd34", + "api_calls": 0, + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 2456, + "total_tokens": 19519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39145.49, + "sql_execution_elapsed_ms_total": 176.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72f3ac0de84dbee4aed169ba042d354cc7801c43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:10.417122+00:00", + "ended_at": "2026-05-19T15:57:49.562644+00:00", + "elapsed_ms": 39145.49, + "prompt_metrics": { + "chars": 16782, + "bytes_utf8": 16790, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2462, + "bytes_utf8": 2462, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1838, + "bytes_utf8": 1838, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 2456, + "reasoning_output_tokens": 1858 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..733fde52e6ca820e4ae37d5b6be7f0a3682d8e5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9011dbfbb25e79400a117b2d9c1804ed1de3d9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-92a3-7b01-82a5-81a02d0efd66"} +{"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 \\\"video_error_or_removed\\\" AS \\\"group_col\\\",\\n CAST(\\\"comment_count\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"video_error_or_removed\\\"\\n ORDER BY CAST(\\\"comment_count\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"video_error_or_removed\\\" IS NOT NULL\\n AND \\\"comment_count\\\" IS NOT NULL\\n AND TRIM(\\\"comment_count\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)\\n THEN CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lo\\\") AS \\\"lo\\\",\\n MAX(\\\"hi\\\") AS \\\"hi\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi\\\" THEN \\\"measure\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"video_error_or_removed\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this computes the continuous 95th percentile for each \\\"video_error_or_removed\\\" group via window functions and linear interpolation, casting \\\"comment_count\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17063,"cached_input_tokens":15744,"output_tokens":2456,"reasoning_output_tokens":1858}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60703f652c694699a270d9d45dfcaf01be3ca3ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"video_error_or_removed\" AS \"group_col\",\n CAST(\"comment_count\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"video_error_or_removed\"\n ORDER BY CAST(\"comment_count\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"video_error_or_removed\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"video_error_or_removed\" IS NOT NULL\n AND \"comment_count\" IS NOT NULL\n AND TRIM(\"comment_count\") <> ''\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)\n THEN CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lo\") AS \"lo\",\n MAX(\"hi\") AS \"hi\",\n MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi\" THEN \"measure\" END) AS \"hi_val\"\n FROM \"positions\"\n GROUP BY \"group_col\"\n)\nSELECT\n \"group_col\" AS \"video_error_or_removed\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this computes the continuous 95th percentile for each \"video_error_or_removed\" group via window functions and linear interpolation, casting \"comment_count\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0d88ead3ccf0dd34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5dfee0ddb2303709b572d4131767ccf9891e24c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16482, "bytes_utf8": 16490, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16995, "cached_input_tokens": 12032, "output_tokens": 189, "reasoning_output_tokens": 113}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b274f7491287ceeaca84ba0316677c2dafb09992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_0e5cf647775e3a7c", + "api_calls": 0, + "input_tokens": 16995, + "cached_input_tokens": 12032, + "output_tokens": 189, + "total_tokens": 17184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15231.48, + "sql_execution_elapsed_ms_total": 42.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d27ccaea7863a43d58afdd46c4e1b116c5eea0d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:07.370641+00:00", + "ended_at": "2026-05-19T15:33:22.602152+00:00", + "elapsed_ms": 15231.48, + "prompt_metrics": { + "chars": 16482, + "bytes_utf8": 16490, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1315, + "bytes_utf8": 1315, + "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": 299, + "bytes_utf8": 299, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16995, + "cached_input_tokens": 12032, + "output_tokens": 189, + "reasoning_output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1df421f0c6a1cd9be709778009be5cd7e66e1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "category_id", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37cfa944fbdfdb8b6d5afa10bf5d9ffcbb027aa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-8dc1-7c33-bd94-20d577034e5e"} +{"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 1998026, Requested 17630. Please try again in 469ms. 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 1987021, Requested 17630. Please try again in 139ms. 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 \\\"category_id\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to category_id to measure subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16995,"cached_input_tokens":12032,"output_tokens":189,"reasoning_output_tokens":113}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a94649a290fa60e7550489ac48ca5f9937045b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"category_id\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to category_id to measure subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_0e5cf647775e3a7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c667c57e58b7c5da5f7dc5b17354837d9cfcad18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16981, "bytes_utf8": 16989, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17139, "cached_input_tokens": 15744, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d36f6b217eb9bedf7bb71235be00207791172496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_107e6cef0a8f238a", + "api_calls": 0, + "input_tokens": 17139, + "cached_input_tokens": 15744, + "output_tokens": 679, + "total_tokens": 17818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16889.74, + "sql_execution_elapsed_ms_total": 147.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f297b3a28a42bdbbb5730b377389d6f5f3391715 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:11.369005+00:00", + "ended_at": "2026-05-19T15:38:28.258776+00:00", + "elapsed_ms": 16889.74, + "prompt_metrics": { + "chars": 16981, + "bytes_utf8": 16989, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 991, + "bytes_utf8": 991, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 607, + "bytes_utf8": 607, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17139, + "cached_input_tokens": 15744, + "output_tokens": 679, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ceb657bfd485588a0337cc9aa5e6312c329dcf13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "comment_count", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..697589f631a3e24eca6bb0b62657d8653f2d180a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-3133-76b1-abdd-d99c35cf525a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"category_id\\\", \\\"comment_count\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"comment_count\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"category_id\\\", item_col=\\\"comment_count\\\", and measure_col=\\\"views\\\". Casts \\\"views\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17139,"cached_input_tokens":15744,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cba2a1507da8813e2005ccf5c015392c79e621dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"category_id\", \"comment_count\",\n SUM(CAST(\"views\" AS REAL)) AS total_measure,\n SUM(CAST(\"views\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"views\" AS REAL))) OVER (PARTITION BY \"category_id\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"category_id\", \"comment_count\"\nORDER BY share_within_group DESC;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"category_id\", item_col=\"comment_count\", and measure_col=\"views\". Casts \"views\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_107e6cef0a8f238a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b2d6775c39f3e3bc2279c9b353e4d09cf060d9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16580, "bytes_utf8": 16588, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17021, "cached_input_tokens": 12032, "output_tokens": 282, "reasoning_output_tokens": 179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3693196e93bfdd8501fb5f9fe4661cb36e898234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_10b13a78cbd63bbb", + "api_calls": 0, + "input_tokens": 17021, + "cached_input_tokens": 12032, + "output_tokens": 282, + "total_tokens": 17303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14233.71, + "sql_execution_elapsed_ms_total": 46.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..852100d77ef60c38a75a73f99f520f355572b6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:33.059729+00:00", + "ended_at": "2026-05-19T15:31:47.293467+00:00", + "elapsed_ms": 14233.71, + "prompt_metrics": { + "chars": 16580, + "bytes_utf8": 16588, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1092, + "bytes_utf8": 1092, + "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": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17021, + "cached_input_tokens": 12032, + "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_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74c811336182be2b7b9307f6d8277232bd6f5043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ef27de61419b37ef319ad8afc1dbd2ba84ce25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-1d46-7dd3-a51e-08935318b2da"} +{"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 17656. Please try again in 529ms. 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 \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". Casted \\\"dislikes\\\" to NUMERIC because the schema snapshot stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17021,"cached_input_tokens":12032,"output_tokens":282,"reasoning_output_tokens":179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80f850187d7d4c368eb1216415dfee5ee4953f92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY total_measure DESC;","notes":"Used the required grouped numeric sum template with group_col=\"ratings_disabled\" and measure_col=\"dislikes\". Casted \"dislikes\" to NUMERIC because the schema snapshot stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10b13a78cbd63bbb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fa3f129c86681161e0aad0698db703630092316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/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": "2026-05-19T16:05:49.599149+00:00", + "ended_at": "2026-05-19T16:05:53.128486+00:00", + "elapsed_ms": 3529.3, + "returncode": 1, + "prompt_metrics": { + "chars": 16652, + "bytes_utf8": 16660, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afbcab459a285e377e5e4eac5c1d2339b6662d70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/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": "2026-05-19T16:05:54.132691+00:00", + "ended_at": "2026-05-19T16:05:57.859144+00:00", + "elapsed_ms": 3726.41, + "returncode": 1, + "prompt_metrics": { + "chars": 16652, + "bytes_utf8": 16660, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd2f11200104c2c44c742d1b999c3f2f5d3d185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd2f11200104c2c44c742d1b999c3f2f5d3d185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b9974673c2e591c80bedfe9a04d9b000ae90ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7ea5-75c1-91c5-37c52e5332ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4438cfdb69789a151ee4cdf418e35426126831c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7ea5-75c1-91c5-37c52e5332ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..783be2d187533ecf6f212521e0722dd6f6bb2964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9063-7701-9484-4fc39482e954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ac6d60692abaacd0c842a7067bbb7e9375552b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9063-7701-9484-4fc39482e954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10d7f8bd76c9a825/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5d628d3e18eee2361d0038be35942aa5df7c047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_10fafe1edf4b39d8", + "api_calls": 0, + "input_tokens": 17084, + "cached_input_tokens": 12032, + "output_tokens": 208, + "total_tokens": 17292, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8031.14, + "sql_execution_elapsed_ms_total": 66.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3cd382fecf236168d22b3cf0f1e0f5c09a2cfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:31.039908+00:00", + "ended_at": "2026-05-19T16:00:39.071091+00:00", + "elapsed_ms": 8031.14, + "prompt_metrics": { + "chars": 16831, + "bytes_utf8": 16839, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17084, + "cached_input_tokens": 12032, + "output_tokens": 208, + "reasoning_output_tokens": 100 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f5d403fd3e4349565579b56f6b8f238d68af16b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=category_id, condition_col=category_id.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "24", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b701580e0ddb2d3fe42cf467e1fbfd63ba78aea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-a24f-7f40-bc12-b6f5ed3c9d69"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '24' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template exactly as specified, grouping by \\\"category_id\\\" and measuring the within-group proportion where \\\"category_id\\\" equals '24'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17084,"cached_input_tokens":12032,"output_tokens":208,"reasoning_output_tokens":100}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_10fafe1edf4b39d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c0c64fad9bc96c5149e1da31c807dc4385fcc78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16753, "bytes_utf8": 16761, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1211, "bytes_utf8": 1211, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 15744, "output_tokens": 852, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a08d8c2bc9aea347deb9ef7e4313547483ef4ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_122204ea317ea83a", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 852, + "total_tokens": 17909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17467.56, + "sql_execution_elapsed_ms_total": 143.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28cc6b6a2b1fd5fea2b15d02591db51778051642 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:34.059552+00:00", + "ended_at": "2026-05-19T15:50:51.527139+00:00", + "elapsed_ms": 17467.56, + "prompt_metrics": { + "chars": 16753, + "bytes_utf8": 16761, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1692, + "bytes_utf8": 1692, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1211, + "bytes_utf8": 1211, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 852, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..807a26989b6171cfc839eae90b4cdd57fd1e8332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a23d4b737e295ba5eeac8cb19edc0dd1e65e19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-866b-7e51-8871-dbc9a5dd3a5d"} +{"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 \\\"comments_disabled\\\",\\n CAST(\\\"likes\\\" AS REAL) AS \\\"likes_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"comments_disabled\\\"\\n ORDER BY CAST(\\\"likes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"comments_disabled\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"comments_disabled\\\" IS NOT NULL\\n AND NULLIF(\\\"likes\\\", '') IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\",\\n \\\"likes_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"comments_disabled\\\",\\n MIN(\\\"likes_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of \\\"likes\\\" within each \\\"comments_disabled\\\" group. \\\"likes\\\" is cast from TEXT to REAL, and groups with fewer than 5 rows are excluded using the provided minimum group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17057,"cached_input_tokens":15744,"output_tokens":852,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..487c499c49a878e20057d81e2ee0914977c699ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"comments_disabled\",\n CAST(\"likes\" AS REAL) AS \"likes_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"comments_disabled\"\n ORDER BY CAST(\"likes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"comments_disabled\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE \"comments_disabled\" IS NOT NULL\n AND NULLIF(\"likes\", '') IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"comments_disabled\",\n \"likes_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"comments_disabled\",\n MIN(\"likes_value\") AS \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"comments_disabled\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of \"likes\" within each \"comments_disabled\" group. \"likes\" is cast from TEXT to REAL, and groups with fewer than 5 rows are excluded using the provided minimum group size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_122204ea317ea83a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f17294d06ea469275f7315730df10ab585aebf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16983, "bytes_utf8": 16991, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17138, "cached_input_tokens": 12032, "output_tokens": 598, "reasoning_output_tokens": 427}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ac4acc67a488da96ec54352bd5c514a22ef6f23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_12289db2d466856a", + "api_calls": 0, + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 598, + "total_tokens": 17736, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15782.11, + "sql_execution_elapsed_ms_total": 164.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76165ef0ee11bd818ba2f34a47a5eba6dee7f512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:28.123755+00:00", + "ended_at": "2026-05-19T15:37:43.905895+00:00", + "elapsed_ms": 15782.11, + "prompt_metrics": { + "chars": 16983, + "bytes_utf8": 16991, + "lines": 290, + "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": 630, + "bytes_utf8": 630, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 598, + "reasoning_output_tokens": 427 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..790ae3e8fd740c575c01da0cc1a30dad6243f89b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "item_col": "likes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7261205ee851d3d976d0cf03a94d03064547315f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-886b-7c21-bf85-b04a4adc56dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"ratings_disabled\\\",\\n \\\"likes\\\",\\n SUM(CAST(\\\"dislikes\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"dislikes\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"dislikes\\\" AS REAL))) OVER (PARTITION BY \\\"ratings_disabled\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\", \\\"likes\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ratings_disabled\\\", item_col=\\\"likes\\\", and measure_col=\\\"dislikes\\\". Cast \\\"dislikes\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17138,"cached_input_tokens":12032,"output_tokens":598,"reasoning_output_tokens":427}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44cc7f9f82fb2657581c90b3952b22ea175582ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n \"ratings_disabled\",\n \"likes\",\n SUM(CAST(\"dislikes\" AS REAL)) AS total_measure,\n SUM(CAST(\"dislikes\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"dislikes\" AS REAL))) OVER (PARTITION BY \"ratings_disabled\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"ratings_disabled\", \"likes\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ratings_disabled\", item_col=\"likes\", and measure_col=\"dislikes\". Cast \"dislikes\" to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_12289db2d466856a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faa45d3cbaee5dcda81c65f54e9ef252d2a18aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16682, "bytes_utf8": 16690, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16682, "bytes_utf8": 16690, "lines": 288, "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": 17035, "cached_input_tokens": 15744, "output_tokens": 347, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..215d760239b906e614f57a189f10df82ffa9d74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_126183ef94f1fd8b", + "api_calls": 0, + "input_tokens": 17035, + "cached_input_tokens": 15744, + "output_tokens": 347, + "total_tokens": 17382, + "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": 15733.58, + "sql_execution_elapsed_ms_total": 98.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..062ec84f199cafdf33a4be087b5785fa796be238 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/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": "2026-05-19T16:06:38.293054+00:00", + "ended_at": "2026-05-19T16:06:43.202886+00:00", + "elapsed_ms": 4909.8, + "returncode": 1, + "prompt_metrics": { + "chars": 16682, + "bytes_utf8": 16690, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3ed1c58a9e6a0ccdba1e60d91d10a11eb270fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/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": "2026-05-19T16:06:44.204732+00:00", + "ended_at": "2026-05-19T16:06:55.028548+00:00", + "elapsed_ms": 10823.78, + "prompt_metrics": { + "chars": 16682, + "bytes_utf8": 16690, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 849, + "bytes_utf8": 849, + "lines": 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": 17035, + "cached_input_tokens": 15744, + "output_tokens": 347, + "reasoning_output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b381ff831798cd1d386d53e1757c4795a21a1567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b381ff831798cd1d386d53e1757c4795a21a1567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..686d905b4bb2205cfa925fbbda5a211dbaf944f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3d01-7392-a00c-0eb82b7c6705"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5820a9821f8c0f5ffcf9ba3bce12cb8efb4b0f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3d01-7392-a00c-0eb82b7c6705"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a70c36bf036c25d4e560e37c12d5c4842e306d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-53f3-7431-b65d-a5a723f8e137"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"video_error_or_removed\\\",\\n AVG(CAST(\\\"comment_count\\\" AS REAL)) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c19\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" from TEXT to REAL so SQLite computes a numeric average reliably.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17035,"cached_input_tokens":15744,"output_tokens":347,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f939cd902431a695abb0c579ae1445f3465bb1b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"video_error_or_removed\",\n AVG(CAST(\"comment_count\" AS REAL)) OVER (PARTITION BY \"video_error_or_removed\") AS \"avg_measure\"\nFROM \"c19\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the requested Window Partition Average template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Cast \"comment_count\" from TEXT to REAL so SQLite computes a numeric average reliably."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_126183ef94f1fd8b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa2788f69c3c8af2bfea8c2d2e2c7ac418d4acc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16573, "bytes_utf8": 16581, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16573, "bytes_utf8": 16581, "lines": 286, "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": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17031, "cached_input_tokens": 12032, "output_tokens": 269, "reasoning_output_tokens": 176}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28fecb4c5af7a26921169a1e3dee2a65885d0e55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_150e06d1ec608134", + "api_calls": 0, + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 269, + "total_tokens": 17300, + "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": 11153.16, + "sql_execution_elapsed_ms_total": 41.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47035e3e9359e88b435a03c3a5c40e6c0f6269c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/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": "2026-05-19T16:03:51.566207+00:00", + "ended_at": "2026-05-19T16:03:54.442463+00:00", + "elapsed_ms": 2876.22, + "returncode": 1, + "prompt_metrics": { + "chars": 16573, + "bytes_utf8": 16581, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18f1bcafdf775c67c88fb572eecafa7ec06bfd81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/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": "2026-05-19T16:03:55.444799+00:00", + "ended_at": "2026-05-19T16:04:03.721774+00:00", + "elapsed_ms": 8276.94, + "prompt_metrics": { + "chars": 16573, + "bytes_utf8": 16581, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 269, + "reasoning_output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf443c72ccc01e4b07d7b0813e4a7289b0b9b2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf443c72ccc01e4b07d7b0813e4a7289b0b9b2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eda1faed74c8b98bbd668a9c073715dc3cf8be97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b186-72f3-b39b-67e7e5d39b1b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7467de79ae8f708b4415ab831cbbfdaaf474067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b186-72f3-b39b-67e7e5d39b1b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15dafecabf20bdd60b7fdc47ea2feaecb2be5a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c0d3-7331-a23a-e555d46cb677"} +{"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 \\\"comments_disabled\\\",\\n COUNT(*) AS support\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY support ASC, \\\"comments_disabled\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template exactly with group_col bound to \\\"comments_disabled\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17031,"cached_input_tokens":12032,"output_tokens":269,"reasoning_output_tokens":176}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..559f5750983d890080878ffab927950d2158dbc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"comments_disabled\",\n COUNT(*) AS support\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY support ASC, \"comments_disabled\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template exactly with group_col bound to \"comments_disabled\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_150e06d1ec608134/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..497f3e66d9c59321b6b2f946a4a7aded3480f868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16856, "bytes_utf8": 16864, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17083, "cached_input_tokens": 15744, "output_tokens": 595, "reasoning_output_tokens": 481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d51278c6f92f7ed111ce8a78768c32e307bdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_1979184e54791cd6", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 595, + "total_tokens": 17678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15288.5, + "sql_execution_elapsed_ms_total": 42.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87c70a9716ce16fbac040f4b8381a2974077a2ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:51.387410+00:00", + "ended_at": "2026-05-19T16:00:06.675935+00:00", + "elapsed_ms": 15288.5, + "prompt_metrics": { + "chars": 16856, + "bytes_utf8": 16864, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 595, + "reasoning_output_tokens": 481 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe52b8208474af8c4b0f5f77d539bed660cb998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ratings_disabled, condition_col=ratings_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ratings_disabled", + "condition_col": "ratings_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..785c0193dcb54c26d0a727557f489ea2ca34e6a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-076f-7381-a8b7-9bce7c180483"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ratings_disabled\\\",\\n AVG(CASE WHEN \\\"ratings_disabled\\\" = 'False' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with \\\"ratings_disabled\\\" as both the group and condition column, measuring the within-group proportion where \\\"ratings_disabled\\\" = 'False'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17083,"cached_input_tokens":15744,"output_tokens":595,"reasoning_output_tokens":481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03c89ba2e3df2c1df23f4df9115bb653d4c6720c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ratings_disabled\",\n AVG(CASE WHEN \"ratings_disabled\" = 'False' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided Grouped Condition Rate template with \"ratings_disabled\" as both the group and condition column, measuring the within-group proportion where \"ratings_disabled\" = 'False'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1979184e54791cd6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2af65a6e2d774f60cab31d988c809a86486963e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/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": "2026-05-19T16:05:06.185108+00:00", + "ended_at": "2026-05-19T16:05:10.236668+00:00", + "elapsed_ms": 4051.53, + "returncode": 1, + "prompt_metrics": { + "chars": 16571, + "bytes_utf8": 16579, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2afbf23cf67e0052eec3d01c8df9a926b0c29fbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/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": "2026-05-19T16:05:11.239296+00:00", + "ended_at": "2026-05-19T16:05:14.784620+00:00", + "elapsed_ms": 3545.28, + "returncode": 1, + "prompt_metrics": { + "chars": 16571, + "bytes_utf8": 16579, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03d334b5767bfa9578bccd0a93a494da1f9790a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03d334b5767bfa9578bccd0a93a494da1f9790a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d12fd397884f71f0c411a40529f4f4d5f34c3c0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d52e-7c60-9113-83bbefac2cd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a49e92931ac295eb481adc6cb15ba85f04bdc33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d52e-7c60-9113-83bbefac2cd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87e876ed634cf9cc889b19e3054cfd0ebf048c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e8c3-7ca3-b9ba-b207ec0e484f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2641665fcab972883f93b3da088feaae621f5aa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e8c3-7ca3-b9ba-b207ec0e484f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1cdac6a767cbd288/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d2234db7b9e77cd0562de73aeb39483c055673a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16728, "bytes_utf8": 16736, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17072, "cached_input_tokens": 12032, "output_tokens": 524, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7371ba2e9dd62fdffe748c5e2b2084bc6689168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_1eb40e7365f16093", + "api_calls": 0, + "input_tokens": 17072, + "cached_input_tokens": 12032, + "output_tokens": 524, + "total_tokens": 17596, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11305.09, + "sql_execution_elapsed_ms_total": 94.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e699ae0d6d8e567170e5271c3c663efdfa8a7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:43.478282+00:00", + "ended_at": "2026-05-19T15:44:54.783411+00:00", + "elapsed_ms": 11305.09, + "prompt_metrics": { + "chars": 16728, + "bytes_utf8": 16736, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 557, + "bytes_utf8": 557, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17072, + "cached_input_tokens": 12032, + "output_tokens": 524, + "reasoning_output_tokens": 360 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f33e1d6e81b48ba3bcdb767f2ca053f3b7da1f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=likes.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adac81799edb3ca9dd1943491b5ad924186471e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-2cd1-7f32-b207-7d8f92707287"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"likes\\\", '') AS INTEGER) AS \\\"likes\\\",\\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\\\"likes\\\", '') AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c19\\\"\\n WHERE NULLIF(\\\"likes\\\", '') IS NOT NULL\\n)\\nSELECT \\\"likes\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"likes\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"likes\\\" and num_tiles=10. CAST is used because \\\"likes\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17072,"cached_input_tokens":12032,"output_tokens":524,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e82079235f4be8495377301eaa7da5a1912afe95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(NULLIF(\"likes\", '') AS INTEGER) AS \"likes\",\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\"likes\", '') AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c19\"\n WHERE NULLIF(\"likes\", '') IS NOT NULL\n)\nSELECT \"likes\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"likes\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"likes\" and num_tiles=10. CAST is used because \"likes\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_1eb40e7365f16093/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d76113c7f5010233367cdb3d8f44ef3b6c3de1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16856, "bytes_utf8": 16864, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17083, "cached_input_tokens": 12032, "output_tokens": 261, "reasoning_output_tokens": 139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..311b946ddf0622dede407ac1202f9187b39fb378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_24d7f5b1db05a3cc", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 12032, + "output_tokens": 261, + "total_tokens": 17344, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10020.17, + "sql_execution_elapsed_ms_total": 66.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e60e3c20cafbe50b751deb8008cb083dd6ad66d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:03.808934+00:00", + "ended_at": "2026-05-19T16:01:13.829142+00:00", + "elapsed_ms": 10020.17, + "prompt_metrics": { + "chars": 16856, + "bytes_utf8": 16864, + "lines": 291, + "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": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17083, + "cached_input_tokens": 12032, + "output_tokens": 261, + "reasoning_output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..097dce4cc912af87a104a132ad88c9fd751c350f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ratings_disabled, condition_col=ratings_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ratings_disabled", + "condition_col": "ratings_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b927512adfce8e9f9b5ae0aea167ea43c59d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2260-7392-99b7-885d7c68e008"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ratings_disabled\\\",\\n AVG(CASE WHEN \\\"ratings_disabled\\\" = 'False' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"ratings_disabled\\\" and condition_value bound to 'False'. This probes the within-group proportion of rows where ratings are not disabled for each ratings_disabled group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17083,"cached_input_tokens":12032,"output_tokens":261,"reasoning_output_tokens":139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4c39b268ce14b176e423ee296f2528bd719047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ratings_disabled\",\n AVG(CASE WHEN \"ratings_disabled\" = 'False' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with both group_col and condition_col bound to \"ratings_disabled\" and condition_value bound to 'False'. This probes the within-group proportion of rows where ratings are not disabled for each ratings_disabled group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_24d7f5b1db05a3cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14a4da4799a472a191cceb47aa213363eb97939e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17412, "bytes_utf8": 17420, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17230, "cached_input_tokens": 15744, "output_tokens": 458, "reasoning_output_tokens": 238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f028f48e622c346eed0ffe4f44bfc5172b4d7d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:49.215083+00:00", + "ended_at": "2026-05-19T15:40:06.023850+00:00", + "elapsed_ms": 16808.74, + "prompt_metrics": { + "chars": 17412, + "bytes_utf8": 17420, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1245, + "bytes_utf8": 1245, + "lines": 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": 17230, + "cached_input_tokens": 15744, + "output_tokens": 458, + "reasoning_output_tokens": 238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ebc330d016191c60f95431553ecffecc6d1760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"ratings_disabled\",\n SUM(CASE WHEN \"ratings_disabled\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ratings_disabled\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n)\nSELECT \"ratings_disabled\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col and condition_col both bound to \"ratings_disabled\". Because the grouping column and condition column are the same, the result is structurally degenerate: the 'False' group has no 'True' rows in-group and the 'True' group has no 'False' rows in-group, so ratios become NULL or 0 via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8362bc247aef1fe4802735addc242e35410f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/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=ratings_disabled, condition_col=ratings_disabled. +Result preview: [{"ratings_disabled": "True", "condition_ratio": 0.0}, {"ratings_disabled": "False", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d2d337b92e3b33f2c29911637e3e5f62e6567d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2905940b15b754ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:06.025058+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": 16808.74, "started_at": "2026-05-19T15:39:49.215083+00:00", "ended_at": "2026-05-19T15:40:06.023850+00:00", "prompt_metrics": {"chars": 17412, "bytes_utf8": 17420, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 880, "bytes_utf8": 880, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17230, "cached_input_tokens": 15744, "output_tokens": 458, "reasoning_output_tokens": 238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"ratings_disabled\\\",\\n SUM(CASE WHEN \\\"ratings_disabled\\\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ratings_disabled\\\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n)\\nSELECT \\\"ratings_disabled\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col and condition_col both bound to \\\"ratings_disabled\\\". Because the grouping column and condition column are the same, the result is structurally degenerate: the 'False' group has no 'True' rows in-group and the 'True' group has no 'False' rows in-group, so ratios become NULL or 0 via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3990841c9147a95b8e59bb149feb34c92928ad4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16972, "bytes_utf8": 16980, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17138, "cached_input_tokens": 12032, "output_tokens": 685, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0aab527cce8e55b9f051ef5b42eb30d1629aa57d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_2ad9be3f7cc626e6", + "api_calls": 0, + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 685, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16810.86, + "sql_execution_elapsed_ms_total": 116.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98c4427ad4ab2ff0d6cebbb8ae3f6017118ddc19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:59.215511+00:00", + "ended_at": "2026-05-19T15:36:16.026393+00:00", + "elapsed_ms": 16810.86, + "prompt_metrics": { + "chars": 16972, + "bytes_utf8": 16980, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 991, + "bytes_utf8": 991, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 685, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e08d530e10d5383f857ac534113980e2d7ca93f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "tags", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35ac240aaddf7bd8bfe64b812083ddbed374da4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-2cf2-7da1-8952-c335d85d419b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"category_id\\\",\\n \\\"tags\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"tags\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the provided Within-Group Share of Total template with group_col=\\\"category_id\\\", item_col=\\\"tags\\\", and measure_col=\\\"views\\\". CAST(\\\"views\\\" AS REAL) is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17138,"cached_input_tokens":12032,"output_tokens":685,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a107b8cf85a81dd7aa3002b4cde7f51f24b9a2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"category_id\",\n \"tags\",\n SUM(CAST(\"views\" AS REAL)) AS total_measure,\n SUM(CAST(\"views\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"views\" AS REAL))) OVER (PARTITION BY \"category_id\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"category_id\", \"tags\"\nORDER BY share_within_group DESC;","notes":"Instantiated the provided Within-Group Share of Total template with group_col=\"category_id\", item_col=\"tags\", and measure_col=\"views\". CAST(\"views\" AS REAL) is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28f7c30b383494de2745c7cb8d529f77295ba9e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_2ad9be3f7cc626e6", + "api_calls": 0, + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 685, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16810.86, + "sql_execution_elapsed_ms_total": 116.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ad9be3f7cc626e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03a34991134fefc0390b00cbe0594ce36cb45dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_2ba15c349909b8a5", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 16768, + "output_tokens": 4424, + "total_tokens": 21482, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 61512.24, + "sql_execution_elapsed_ms_total": 183.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c46fd3f9d6e215a897e720904d7aa9ce1ecec85d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e24a17ef710afeef5585b02508e273677457c466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7414-70a0-a737-bfac485655d3"} +{"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 \\\"category_id\\\",\\n CAST(NULLIF(\\\"views\\\", '') AS REAL) AS \\\"views_value\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"category_id\\\" IS NOT NULL\\n AND NULLIF(\\\"views\\\", '') IS NOT NULL\\n),\\n\\\"group_counts\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n COUNT(*) AS \\\"cnt\\\",\\n 9 * (COUNT(*) - 1) AS \\\"rank_num\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"category_id\\\"\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n \\\"views_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"category_id\\\"\\n ORDER BY \\\"views_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n gc.\\\"category_id\\\",\\n 1 + CAST(gc.\\\"rank_num\\\" / 10 AS INTEGER) AS \\\"floor_rank\\\",\\n 1 + CAST(gc.\\\"rank_num\\\" / 10 AS INTEGER) + CASE WHEN gc.\\\"rank_num\\\" % 10 = 0 THEN 0 ELSE 1 END AS \\\"ceil_rank\\\",\\n (gc.\\\"rank_num\\\" % 10) / 10.0 AS \\\"fraction\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = 1 + CAST(gc.\\\"rank_num\\\" / 10 AS INTEGER) THEN o.\\\"views_value\\\" END) AS \\\"floor_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = 1 + CAST(gc.\\\"rank_num\\\" / 10 AS INTEGER) + CASE WHEN gc.\\\"rank_num\\\" % 10 = 0 THEN 0 ELSE 1 END THEN o.\\\"views_value\\\" END) AS \\\"ceil_value\\\"\\n FROM \\\"group_counts\\\" AS gc\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"category_id\\\" = gc.\\\"category_id\\\"\\n GROUP BY gc.\\\"category_id\\\", gc.\\\"rank_num\\\"\\n)\\nSELECT\\n \\\"category_id\\\",\\n CASE\\n WHEN \\\"floor_rank\\\" = \\\"ceil_rank\\\" THEN \\\"floor_value\\\"\\n ELSE \\\"floor_value\\\" + \\\"fraction\\\" * (\\\"ceil_value\\\" - \\\"floor_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 17;\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this emulates the 90th percentile of \\\"views\\\" within each \\\"category_id\\\" using window functions and linear interpolation, casting text-stored numeric values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":16768,"output_tokens":4424,"reasoning_output_tokens":3848}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ba15c349909b8a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f05a222b6e8f49eb6d9710e1b84bb03925c69f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17123, "bytes_utf8": 17131, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 841, "bytes_utf8": 841, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17158, "cached_input_tokens": 15744, "output_tokens": 1307, "reasoning_output_tokens": 1092}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..402c3f81bcc2f449072557d643a08b4be19d3243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_2ef12337a145c65b", + "api_calls": 0, + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 1307, + "total_tokens": 18465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23430.56, + "sql_execution_elapsed_ms_total": 83.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f41589b2a405d6ecbe39ce72d8594afea578906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:09.419329+00:00", + "ended_at": "2026-05-19T15:47:32.849941+00:00", + "elapsed_ms": 23430.56, + "prompt_metrics": { + "chars": 17123, + "bytes_utf8": 17131, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1224, + "bytes_utf8": 1224, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 1307, + "reasoning_output_tokens": 1092 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1afa3d6d365f984c4a399a0a83133d53f57be32e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89e6bddfa2a342e24663b7df805001c18f7148da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-676d-71d1-a9be-16423bf6f3f4"} +{"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 \\\"category_id\\\",\\n SUM(CAST(NULLIF(\\\"views\\\", '') AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n WHERE \\\"video_error_or_removed\\\" = 'False'\\n AND \\\"category_id\\\" IS NOT NULL\\n GROUP BY \\\"category_id\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"category_id\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested Relative-to-Total Extreme Threshold template with group_col=category_id and measure_col=views. Cast \\\"views\\\" from TEXT to REAL for aggregation, and applied a stable-view style filter by excluding rows where \\\"video_error_or_removed\\\" is not False.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17158,"cached_input_tokens":15744,"output_tokens":1307,"reasoning_output_tokens":1092}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8388205a932dfb2d23f3285849a60d4e39ce0d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"category_id\",\n SUM(CAST(NULLIF(\"views\", '') AS REAL)) AS group_value\n FROM \"c19\"\n WHERE \"video_error_or_removed\" = 'False'\n AND \"category_id\" IS NOT NULL\n GROUP BY \"category_id\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"category_id\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the requested Relative-to-Total Extreme Threshold template with group_col=category_id and measure_col=views. Cast \"views\" from TEXT to REAL for aggregation, and applied a stable-view style filter by excluding rows where \"video_error_or_removed\" is not False."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_2ef12337a145c65b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efef5a50d998b51434f918f8a43d5cef97889d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16911, "bytes_utf8": 16919, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17114, "cached_input_tokens": 12032, "output_tokens": 383, "reasoning_output_tokens": 260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..324b62bc313b77da555e0df901b6cdeea24f1c3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_30c565cdff469a35", + "api_calls": 0, + "input_tokens": 17114, + "cached_input_tokens": 12032, + "output_tokens": 383, + "total_tokens": 17497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27225.31, + "sql_execution_elapsed_ms_total": 61.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2386f7831e826a92af9234c8d39b5f81de0b793a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:10.603103+00:00", + "ended_at": "2026-05-19T15:41:37.828448+00:00", + "elapsed_ms": 27225.31, + "prompt_metrics": { + "chars": 16911, + "bytes_utf8": 16919, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 874, + "bytes_utf8": 874, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17114, + "cached_input_tokens": 12032, + "output_tokens": 383, + "reasoning_output_tokens": 260 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b1a72dc8b3c867ff250fd218a5e653de669f538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=category_id, group_col_2=comments_disabled.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "category_id", + "group_col_2": "comments_disabled", + "predicate_col": "ratings_disabled", + "predicate_op": "=", + "predicate_value": "False", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa8750ed64a536151a7bb4752b4d971da5c93fce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-ed50-7dd2-9a2c-aa0e8ee8c647"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"category_id\\\", \\\"comments_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"ratings_disabled\\\" = 'False'\\nGROUP BY \\\"category_id\\\", \\\"comments_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"category_id\\\", group_col_2=\\\"comments_disabled\\\", and predicate ratings_disabled = 'False'. Kept to a single-table SQLite SELECT and quoted all identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17114,"cached_input_tokens":12032,"output_tokens":383,"reasoning_output_tokens":260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c19a8154e9194062e5149196aa5cc3bc728c575a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"category_id\", \"comments_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE \"ratings_disabled\" = 'False'\nGROUP BY \"category_id\", \"comments_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Applied the filtered two-dimensional group count template with group_col=\"category_id\", group_col_2=\"comments_disabled\", and predicate ratings_disabled = 'False'. Kept to a single-table SQLite SELECT and quoted all identifiers."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_30c565cdff469a35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..125990564d9c3e3cf4e196eeaa929404304c0a2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17131, "bytes_utf8": 17139, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17157, "cached_input_tokens": 15744, "output_tokens": 399, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6882adf2b6c9c4327ea9137c63c570a4882ab9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_3121fcd3969c870c", + "api_calls": 0, + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 399, + "total_tokens": 17556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9544.01, + "sql_execution_elapsed_ms_total": 49.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..996de14b0420a5e3621c5a919148b3436311e631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:46.539134+00:00", + "ended_at": "2026-05-19T15:45:56.083168+00:00", + "elapsed_ms": 9544.01, + "prompt_metrics": { + "chars": 17131, + "bytes_utf8": 17139, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1055, + "bytes_utf8": 1055, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 399, + "reasoning_output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b52dd13885778f80d6b37795ff7732b457877e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb6ed7171c7967def9e2838338484a8ec3dc166 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-233a-7d20-a062-432835cb1981"} +{"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 \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"comments_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". CAST(\\\"likes\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17157,"cached_input_tokens":15744,"output_tokens":399,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e51ad2d41e65a607a7edc5e2b25d3ce21c13447a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"comments_disabled\", SUM(CAST(\"likes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"comments_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"comments_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"comments_disabled\" and measure_col=\"likes\". CAST(\"likes\" AS REAL) is used because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3121fcd3969c870c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54bd5974c5d8622303ad8a254c9308c40a815fbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16580, "bytes_utf8": 16588, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17021, "cached_input_tokens": 12032, "output_tokens": 337, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adbdc04c3f6fd5b10acf1eec94300fd5d90b3c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_325ee8f717a26328", + "api_calls": 0, + "input_tokens": 17021, + "cached_input_tokens": 12032, + "output_tokens": 337, + "total_tokens": 17358, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8411.09, + "sql_execution_elapsed_ms_total": 52.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d146ef051796f55508717285ab59152ab157f9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:10.827175+00:00", + "ended_at": "2026-05-19T15:29:19.238295+00:00", + "elapsed_ms": 8411.09, + "prompt_metrics": { + "chars": 16580, + "bytes_utf8": 16588, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17021, + "cached_input_tokens": 12032, + "output_tokens": 337, + "reasoning_output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3451c37b431053e34bbe0393f5160289d92553bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc10bbc44aeda135150d8407a63abdaf1d7a3a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-f1b6-73a0-a1d0-0d41ba74407b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". Cast \\\"dislikes\\\" from TEXT to INTEGER because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17021,"cached_input_tokens":12032,"output_tokens":337,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e08edf0473a2f8cc07df9712ca31b55cd022a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS INTEGER)) AS \"total_measure\"\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"ratings_disabled\" and measure_col=\"dislikes\". Cast \"dislikes\" from TEXT to INTEGER because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_325ee8f717a26328/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb9648be115ab43d4094c942976537776d50fbaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16494, "bytes_utf8": 16502, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16494, "bytes_utf8": 16502, "lines": 286, "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": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17008, "cached_input_tokens": 12032, "output_tokens": 295, "reasoning_output_tokens": 198}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5686acc8373ed40f563c7a040c36d4b1fa0a3b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_33b129c1ff9fbaa9", + "api_calls": 0, + "input_tokens": 17008, + "cached_input_tokens": 12032, + "output_tokens": 295, + "total_tokens": 17303, + "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": 13097.71, + "sql_execution_elapsed_ms_total": 39.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f10e1cd94b78dcd88aa46a6498c205dcd65b4c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:56.478951+00:00", + "ended_at": "2026-05-19T16:01:59.711239+00:00", + "elapsed_ms": 3232.26, + "returncode": 1, + "prompt_metrics": { + "chars": 16494, + "bytes_utf8": 16502, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd93ef077df42776db47d158a60e4e0e0606c6bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:00.713851+00:00", + "ended_at": "2026-05-19T16:02:10.579348+00:00", + "elapsed_ms": 9865.45, + "prompt_metrics": { + "chars": 16494, + "bytes_utf8": 16502, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17008, + "cached_input_tokens": 12032, + "output_tokens": 295, + "reasoning_output_tokens": 198 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97202378645c44f605a3015e50f7e156a70c22eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=likes.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97202378645c44f605a3015e50f7e156a70c22eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=likes.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f853ed88a36544b7b382f94b5177d7c4e6c57d79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_33b129c1ff9fbaa9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-eff9-7e93-b826-df1abbeb5593"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_348f768edcac0d23", + "api_calls": 0, + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 230, + "total_tokens": 17261, + "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": 17516.63, + "sql_execution_elapsed_ms_total": 54.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5c9daa35e926f26dbc47583c6adfd9735b4f17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/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": "2026-05-19T16:04:47.581667+00:00", + "ended_at": "2026-05-19T16:04:53.852603+00:00", + "elapsed_ms": 6270.9, + "returncode": 1, + "prompt_metrics": { + "chars": 16563, + "bytes_utf8": 16571, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3270a2ed7eb09565610f9d611d81153ad815da18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:54.855126+00:00", + "ended_at": "2026-05-19T16:05:06.100902+00:00", + "elapsed_ms": 11245.73, + "prompt_metrics": { + "chars": 16563, + "bytes_utf8": 16571, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 326, + "bytes_utf8": 326, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 230, + "reasoning_output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b489baf95708f81fc9011905fedcf565a448a529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b489baf95708f81fc9011905fedcf565a448a529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4947466f3dbbe9c7a7425523a7cfd6aa0599bee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8c71-7972-bc5d-15ce69028c05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3fb087dd909eadb0ed60cdcbb153913d1c650a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8c71-7972-bc5d-15ce69028c05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42ac39b601975b4f6d986f979cde6611535e8afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a8e3-7590-8bfe-7227fce2b87b"} +{"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 \\\"category_id\\\",\\n COUNT(*) AS support\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY support ASC, \\\"category_id\\\"\\nLIMIT 19;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to category_id and top_k bound to 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17031,"cached_input_tokens":12032,"output_tokens":230,"reasoning_output_tokens":139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4404df3f22a399aad12654fb76ace54fb749fd65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"category_id\",\n COUNT(*) AS support\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY support ASC, \"category_id\"\nLIMIT 19;","notes":"Uses the provided Low-Support Group Count template with group_col bound to category_id and top_k bound to 19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_348f768edcac0d23/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a52f880ea3673e9963e9732942622e67e612901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16969, "bytes_utf8": 16977, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 730, "bytes_utf8": 730, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17137, "cached_input_tokens": 12032, "output_tokens": 1860, "reasoning_output_tokens": 1646}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c32c1bec6491495f498ed9118d85e450861d3d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_3b2a492b512c59dc", + "api_calls": 0, + "input_tokens": 17137, + "cached_input_tokens": 12032, + "output_tokens": 1860, + "total_tokens": 18997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29814.87, + "sql_execution_elapsed_ms_total": 117.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf3d1f2bd136db42e1c90a0ebb5a58b78d1ae0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:16.177358+00:00", + "ended_at": "2026-05-19T15:36:45.992264+00:00", + "elapsed_ms": 29814.87, + "prompt_metrics": { + "chars": 16969, + "bytes_utf8": 16977, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1158, + "bytes_utf8": 1158, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17137, + "cached_input_tokens": 12032, + "output_tokens": 1860, + "reasoning_output_tokens": 1646 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c589b66778d00e3de0fd5e0f25f3961b868031ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "tags", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..355d2d667ad12a8a5ca7919dfd50368a34de2bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-6f44-75f1-af1e-09f20c012892"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n \\\"tags\\\",\\n SUM(CAST(NULLIF(\\\"views\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\", \\\"tags\\\"\\n)\\nSELECT\\n \\\"category_id\\\",\\n \\\"tags\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"category_id\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\",\"notes\":\"Uses tpl_tpcds_within_group_share with bound roles group_col=\\\"category_id\\\", item_col=\\\"tags\\\", and measure_col=\\\"views\\\". \\\"views\\\" is cast to REAL because the schema stores it as TEXT, and LIMIT 18 follows the bound top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17137,"cached_input_tokens":12032,"output_tokens":1860,"reasoning_output_tokens":1646}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d66c1db68603c93dd3cbe66757e144b7b491e154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"category_id\",\n \"tags\",\n SUM(CAST(NULLIF(\"views\", '') AS REAL)) AS \"total_measure\"\n FROM \"c19\"\n GROUP BY \"category_id\", \"tags\"\n)\nSELECT\n \"category_id\",\n \"tags\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"category_id\") AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC\nLIMIT 18;","notes":"Uses tpl_tpcds_within_group_share with bound roles group_col=\"category_id\", item_col=\"tags\", and measure_col=\"views\". \"views\" is cast to REAL because the schema stores it as TEXT, and LIMIT 18 follows the bound top_k."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2a492b512c59dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86b30f38be22fdc2af8a171f4b881917eb494f03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 941, "bytes_utf8": 941, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 15744, "output_tokens": 1743, "reasoning_output_tokens": 1475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e755a0ccea3d9f74a1dba1d9d4fe08cc459f0691 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_3b2f383754e60a51", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 1743, + "total_tokens": 18802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32270.69, + "sql_execution_elapsed_ms_total": 135.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ddc7b693708b496a3a39ad415f4e8e0a705263da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:45.011837+00:00", + "ended_at": "2026-05-19T15:52:17.282562+00:00", + "elapsed_ms": 32270.69, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1378, + "bytes_utf8": 1378, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 941, + "bytes_utf8": 941, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 1743, + "reasoning_output_tokens": 1475 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0269505ffb9fe8f1f7c349d55372fa2dc557fe7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf4d0f86db53ae20d3305d437d0771e80864518c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-9b7f-7c10-9341-c41c458a1eaf"} +{"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 \\\"ratings_disabled\\\",\\n CAST(\\\"dislikes\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ratings_disabled\\\"\\n ORDER BY CAST(\\\"dislikes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ratings_disabled\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"ratings_disabled\\\" IS NOT NULL\\n AND \\\"dislikes\\\" IS NOT NULL\\n AND TRIM(\\\"dislikes\\\") <> ''\\n)\\nSELECT\\n \\\"ratings_disabled\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER plus COUNT to select the CEIL(0.9 * group_size) ordered \\\"dislikes\\\" value within each \\\"ratings_disabled\\\" group, casting the TEXT measure to REAL and excluding null/blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":15744,"output_tokens":1743,"reasoning_output_tokens":1475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d75d8a7866fcbdd9f2e8323e023b2117ca401e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ratings_disabled\",\n CAST(\"dislikes\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ratings_disabled\"\n ORDER BY CAST(\"dislikes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ratings_disabled\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"ratings_disabled\" IS NOT NULL\n AND \"dislikes\" IS NOT NULL\n AND TRIM(\"dislikes\") <> ''\n)\nSELECT\n \"ratings_disabled\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER plus COUNT to select the CEIL(0.9 * group_size) ordered \"dislikes\" value within each \"ratings_disabled\" group, casting the TEXT measure to REAL and excluding null/blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3b2f383754e60a51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ddab6c2c527a6567d2c984c11b424c1cf1dd4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17387, "bytes_utf8": 17395, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 682, "bytes_utf8": 682, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17231, "cached_input_tokens": 12032, "output_tokens": 421, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..526660086f763c72a8714219f77560857996d834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_3e4f80347e4a55a6", + "api_calls": 0, + "input_tokens": 17231, + "cached_input_tokens": 12032, + "output_tokens": 421, + "total_tokens": 17652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10199.97, + "sql_execution_elapsed_ms_total": 56.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f634ea7033e31ef50ce756d6feb6b900f8c3eeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:21.573239+00:00", + "ended_at": "2026-05-19T15:40:31.773243+00:00", + "elapsed_ms": 10199.97, + "prompt_metrics": { + "chars": 17387, + "bytes_utf8": 17395, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1047, + "bytes_utf8": 1047, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 682, + "bytes_utf8": 682, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17231, + "cached_input_tokens": 12032, + "output_tokens": 421, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c326f273a73282c6138241ec67fc8cf99873373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=category_id, condition_col=category_id.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "24", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4559fa40a0b9c5c54f77c4a30b4ba15b34a136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-2dd4-7123-8f46-86e941406066"} +{"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 \\\"category_id\\\",\\n SUM(CASE WHEN \\\"category_id\\\" = '24' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\"\\n)\\nSELECT \\\"category_id\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with both group and condition bound to \\\"category_id\\\", using '24' as the numerator condition and '10' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17231,"cached_input_tokens":12032,"output_tokens":421,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f474f591b9b06369b9a4bc97cc709bed55a2b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"category_id\",\n SUM(CASE WHEN \"category_id\" = '24' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"category_id\" = '10' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"category_id\"\n)\nSELECT \"category_id\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template with both group and condition bound to \"category_id\", using '24' as the numerator condition and '10' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_3e4f80347e4a55a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18422b71504a4b19e3133d8e89a61194021a5945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16603, "bytes_utf8": 16611, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17025, "cached_input_tokens": 12032, "output_tokens": 285, "reasoning_output_tokens": 176}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c697b56d6000006b6fac3b285e6fc26c71a324a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_40614d2b21a9f23e", + "api_calls": 0, + "input_tokens": 17025, + "cached_input_tokens": 12032, + "output_tokens": 285, + "total_tokens": 17310, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32123.5, + "sql_execution_elapsed_ms_total": 69.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41ad881d64af2147a14a2ae0c07d3d1a381364b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:31.604678+00:00", + "ended_at": "2026-05-19T15:30:03.728220+00:00", + "elapsed_ms": 32123.5, + "prompt_metrics": { + "chars": 16603, + "bytes_utf8": 16611, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2800, + "bytes_utf8": 2800, + "lines": 10, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17025, + "cached_input_tokens": 12032, + "output_tokens": 285, + "reasoning_output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30d3fdb225c91ee8f00439b9078966e1e966dab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34054a468a20d415042ea5cdbb4bec04c8de3f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,10 @@ +{"type":"thread.started","thread_id":"019e40db-42db-7852-9bd5-aacaa7eba971"} +{"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 17660. Please try again in 529ms. 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 17660. Please try again in 529ms. 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 1997779, Requested 17660. Please try again in 463ms. 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 2000000, Requested 17660. Please try again in 529ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994823, Requested 17660. Please try again in 374ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"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 1990962, Requested 17660. Please try again in 258ms. 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 \\\"video_error_or_removed\\\", SUM(CAST(\\\"comment_count\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" to INTEGER because the schema snapshot shows it is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17025,"cached_input_tokens":12032,"output_tokens":285,"reasoning_output_tokens":176}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7a96528f885dee7c7f984ec7079bfbe0d66c1eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"video_error_or_removed\", SUM(CAST(\"comment_count\" AS INTEGER)) AS total_measure\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Cast \"comment_count\" to INTEGER because the schema snapshot shows it is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_40614d2b21a9f23e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69dcef3aff12b634ad2a66b7e4def5474a97b537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16567, "bytes_utf8": 16575, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d897ebaf112e74e342ee0be39de5e3a78c1af38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"category_id\", SUM(CAST(\"views\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped numeric sum template with group_col=\"category_id\" and measure_col=\"views\". CAST is used because \"views\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4329f0aeb8e4836cbfc58ccd7c6d9ed9082d85e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16872, "bytes_utf8": 16880, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17091, "cached_input_tokens": 12032, "output_tokens": 326, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..958818a33aea029d64fa7e107f0a4ba67fce5ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_44bd40a778956983", + "api_calls": 0, + "input_tokens": 17091, + "cached_input_tokens": 12032, + "output_tokens": 326, + "total_tokens": 17417, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9508.52, + "sql_execution_elapsed_ms_total": 51.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9376f8818677d9f508ca3b4b98d2a5eb4952f0b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:21.450351+00:00", + "ended_at": "2026-05-19T16:00:30.958900+00:00", + "elapsed_ms": 9508.52, + "prompt_metrics": { + "chars": 16872, + "bytes_utf8": 16880, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 897, + "bytes_utf8": 897, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 538, + "bytes_utf8": 538, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17091, + "cached_input_tokens": 12032, + "output_tokens": 326, + "reasoning_output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb31f1f0286e1e897bbc3f6af60c3510392dfd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "True", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aac9d5fac34ea0f645fddd901507d5b21e5582c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7ce8-7463-aaca-c1a5d041eff3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"video_error_or_removed\\\",\\n AVG(CASE WHEN \\\"video_error_or_removed\\\" = 'True' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group and condition bound to \\\"video_error_or_removed\\\". Because the grouping column and condition column are the same, the resulting rate is a self-consistency proportion for each value group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17091,"cached_input_tokens":12032,"output_tokens":326,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f4525348b6f6c11f2799263246ccf434c038752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"video_error_or_removed\",\n AVG(CASE WHEN \"video_error_or_removed\" = 'True' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required Grouped Condition Rate template with both group and condition bound to \"video_error_or_removed\". Because the grouping column and condition column are the same, the resulting rate is a self-consistency proportion for each value group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_44bd40a778956983/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9ac3b0ae6b17bae793e334a3f880b72f72056ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/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": "2026-05-19T16:07:31.343221+00:00", + "ended_at": "2026-05-19T16:07:34.510172+00:00", + "elapsed_ms": 3166.92, + "returncode": 1, + "prompt_metrics": { + "chars": 16665, + "bytes_utf8": 16673, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e5b6f95fe8f7f98b12052164e300655499a4aca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:35.512800+00:00", + "ended_at": "2026-05-19T16:07:38.504961+00:00", + "elapsed_ms": 2992.12, + "returncode": 1, + "prompt_metrics": { + "chars": 16665, + "bytes_utf8": 16673, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6520a8a8bb87c04364c11c77844f62b6f2c588c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6520a8a8bb87c04364c11c77844f62b6f2c588c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e131abd31e9c6b21f891070ef048322c7409ebcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0c14-7232-ad63-a3d6f49d96b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3ab3041b7d9e6217d6c302b0e47773630f7be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0c14-7232-ad63-a3d6f49d96b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bbdb67a0bf53842e7c89f1e3f5254240f6ec470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1c51-7593-b366-8fd827324ea3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8d12fdbc901109ff78fdb06a1a9df80d3d7c8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1c51-7593-b366-8fd827324ea3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_45504684dea16ac8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73f67f4659561ffb11fd4d75009effe3afcbba26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16991, "bytes_utf8": 16999, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17139, "cached_input_tokens": 12032, "output_tokens": 684, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63ae8ba4fabf52455edcbd4267eaf67ad359a503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_4be1eb2f09cf42f3", + "api_calls": 0, + "input_tokens": 17139, + "cached_input_tokens": 12032, + "output_tokens": 684, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12678.81, + "sql_execution_elapsed_ms_total": 78.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82459623e272cf2f8d5492172c9dd5f80e636a76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:18.487080+00:00", + "ended_at": "2026-05-19T15:35:31.165919+00:00", + "elapsed_ms": 12678.81, + "prompt_metrics": { + "chars": 16991, + "bytes_utf8": 16999, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1027, + "bytes_utf8": 1027, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17139, + "cached_input_tokens": 12032, + "output_tokens": 684, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..213410d7889234c8b8973a41d7f737ba732a6fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "item_col": "channel_title", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7592b78d1807cdcfdfa172d8109f764ebe10f9ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-8de7-7941-a0b7-c5321d391d6b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ratings_disabled\\\", \\\"channel_title\\\",\\n SUM(CAST(\\\"dislikes\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"dislikes\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"dislikes\\\" AS REAL))) OVER (PARTITION BY \\\"ratings_disabled\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\", \\\"channel_title\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"ratings_disabled\\\", item_col=\\\"channel_title\\\", and measure_col=\\\"dislikes\\\". CAST to REAL is included because the schema stores \\\"dislikes\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17139,"cached_input_tokens":12032,"output_tokens":684,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9dcc690937665893850480ac9f94680c8f36338 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ratings_disabled\", \"channel_title\",\n SUM(CAST(\"dislikes\" AS REAL)) AS total_measure,\n SUM(CAST(\"dislikes\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"dislikes\" AS REAL))) OVER (PARTITION BY \"ratings_disabled\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"ratings_disabled\", \"channel_title\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"ratings_disabled\", item_col=\"channel_title\", and measure_col=\"dislikes\". CAST to REAL is included because the schema stores \"dislikes\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4be1eb2f09cf42f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe89834f3731a04a57461870e6a8e53297e93872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17156, "bytes_utf8": 17164, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 955, "bytes_utf8": 955, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17163, "cached_input_tokens": 15744, "output_tokens": 758, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..567ccce07a604d9286235832ffca915642cc10f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_4e85202ab817357d", + "api_calls": 0, + "input_tokens": 17163, + "cached_input_tokens": 15744, + "output_tokens": 758, + "total_tokens": 17921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14351.46, + "sql_execution_elapsed_ms_total": 51.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b2ccd46680f484e95b1fb48e879e42a271e2161 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:31.193312+00:00", + "ended_at": "2026-05-19T15:48:45.544800+00:00", + "elapsed_ms": 14351.46, + "prompt_metrics": { + "chars": 17156, + "bytes_utf8": 17164, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1350, + "bytes_utf8": 1350, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17163, + "cached_input_tokens": 15744, + "output_tokens": 758, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5124b127d2ac9395d80ce1cffdd88bf3e236668 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dab031c36ec22a3ad7cd40595df9721a74110842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-a674-7380-8307-da463c56778c"} +{"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 \\\"video_error_or_removed\\\",\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n WHERE \\\"video_error_or_removed\\\" IS NOT NULL\\n AND \\\"video_error_or_removed\\\" <> ''\\n AND \\\"comment_count\\\" IS NOT NULL\\n AND \\\"comment_count\\\" <> ''\\n GROUP BY \\\"video_error_or_removed\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"video_error_or_removed\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Casts \\\"comment_count\\\" to REAL because the schema stores it as TEXT, and filters out NULL/empty values for a stable grouping view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17163,"cached_input_tokens":15744,"output_tokens":758,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10263293c9b8a0f1317f4d00fb0d16dfb2503703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"video_error_or_removed\",\n SUM(CAST(\"comment_count\" AS REAL)) AS group_value\n FROM \"c19\"\n WHERE \"video_error_or_removed\" IS NOT NULL\n AND \"video_error_or_removed\" <> ''\n AND \"comment_count\" IS NOT NULL\n AND \"comment_count\" <> ''\n GROUP BY \"video_error_or_removed\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"video_error_or_removed\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Casts \"comment_count\" to REAL because the schema stores it as TEXT, and filters out NULL/empty values for a stable grouping view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4e85202ab817357d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d20975d0025a6a5136ccedfb10509b7b449cb8fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17013, "bytes_utf8": 17021, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 679, "bytes_utf8": 679, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17144, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b12e6da89baaaf60f43c37c2a75466e4a3ee176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_4ebaf3cd39936313", + "api_calls": 0, + "input_tokens": 17144, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 17837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14912.79, + "sql_execution_elapsed_ms_total": 106.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3245721e2336ec5c978035e8a2384b0e940faf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:56.318986+00:00", + "ended_at": "2026-05-19T15:38:11.231820+00:00", + "elapsed_ms": 14912.79, + "prompt_metrics": { + "chars": 17013, + "bytes_utf8": 17021, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1063, + "bytes_utf8": 1063, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 679, + "bytes_utf8": 679, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17144, + "cached_input_tokens": 12032, + "output_tokens": 693, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d91325c18c868c640c2a0611045bf8d3826d116d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "item_col": "dislikes", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8723903f8637df4723323f6d11121662012ea7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-f677-71f0-9b76-651dd834619f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"video_error_or_removed\\\", \\\"dislikes\\\",\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"comment_count\\\" AS REAL))) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\", \\\"dislikes\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"video_error_or_removed\\\", item_col=\\\"dislikes\\\", and measure_col=\\\"comment_count\\\". CAST is used because \\\"comment_count\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17144,"cached_input_tokens":12032,"output_tokens":693,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fc9c8177db303ba5b6b5d8a022717edf5bedda5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"video_error_or_removed\", \"dislikes\",\n SUM(CAST(\"comment_count\" AS REAL)) AS total_measure,\n SUM(CAST(\"comment_count\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"comment_count\" AS REAL))) OVER (PARTITION BY \"video_error_or_removed\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\", \"dislikes\"\nORDER BY share_within_group DESC;","notes":"Instantiated the Within-Group Share of Total template with group_col=\"video_error_or_removed\", item_col=\"dislikes\", and measure_col=\"comment_count\". CAST is used because \"comment_count\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ebaf3cd39936313/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cfe8a61dcc9da087b1e5d3f901aca199224588b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16731, "bytes_utf8": 16739, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17073, "cached_input_tokens": 15744, "output_tokens": 611, "reasoning_output_tokens": 443}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa3df894fddd738840f86d5adef049b1f390f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_4ed5738c01ad629b", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 611, + "total_tokens": 17684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16431.23, + "sql_execution_elapsed_ms_total": 96.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c2b22edf3b262aa2636e7cc755b7360d5d2825c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:18.329964+00:00", + "ended_at": "2026-05-19T15:43:34.761219+00:00", + "elapsed_ms": 16431.23, + "prompt_metrics": { + "chars": 16731, + "bytes_utf8": 16739, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1324, + "bytes_utf8": 1324, + "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": 597, + "bytes_utf8": 597, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 611, + "reasoning_output_tokens": 443 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee2c61b1b8525d53b771007a7b7ad57c836adfb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=views.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..326df57e3d6af19d581b7086e266bfa4322932db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-e04a-7c10-b752-44dc492a57c7"} +{"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 1990897, Requested 17708. Please try again in 258ms. 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 \\\"views\\\",\\n CAST(\\\"views\\\" AS REAL) AS \\\"views_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"views\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"views\\\" IS NOT NULL\\n)\\nSELECT \\\"views\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"views_num\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"views\\\" and num_tiles=10. Cast \\\"views\\\" to REAL for correct numeric bucketing and ordering because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":15744,"output_tokens":611,"reasoning_output_tokens":443}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..758ee551616df7bc2f18611f603f4fdb1e70771b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"views\",\n CAST(\"views\" AS REAL) AS \"views_num\",\n NTILE(10) OVER (ORDER BY CAST(\"views\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"c19\"\n WHERE \"views\" IS NOT NULL\n)\nSELECT \"views\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"views_num\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"views\" and num_tiles=10. Cast \"views\" to REAL for correct numeric bucketing and ordering because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4ed5738c01ad629b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5d55aeb2a8b02642d8e34a68e124f9a3f255630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16978, "bytes_utf8": 16986, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17136, "cached_input_tokens": 12032, "output_tokens": 668, "reasoning_output_tokens": 497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c98c38462b80cbfddf73663e9827c9e43d39d118 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_4fd41475191045cf", + "api_calls": 0, + "input_tokens": 17136, + "cached_input_tokens": 12032, + "output_tokens": 668, + "total_tokens": 17804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17936.61, + "sql_execution_elapsed_ms_total": 93.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3938edb66ca2be195fc592710ebe3fe526c44d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:22.292904+00:00", + "ended_at": "2026-05-19T15:34:40.229637+00:00", + "elapsed_ms": 17936.61, + "prompt_metrics": { + "chars": 16978, + "bytes_utf8": 16986, + "lines": 290, + "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": 629, + "bytes_utf8": 629, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17136, + "cached_input_tokens": 12032, + "output_tokens": 668, + "reasoning_output_tokens": 497 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..834cc423d015f82133dd008852500d3c195b63da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "item_col": "title", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a95174589e76ab82c8b1421966277cf68d24f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-b249-7dd0-993a-63931403f0d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"comments_disabled\\\",\\n \\\"title\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"likes\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"likes\\\" AS REAL))) OVER (PARTITION BY \\\"comments_disabled\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\", \\\"title\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"comments_disabled\\\", item_col=\\\"title\\\", and measure_col=\\\"likes\\\". CAST to REAL is applied because \\\"likes\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17136,"cached_input_tokens":12032,"output_tokens":668,"reasoning_output_tokens":497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad988f6b28536ce6eea935b26511f1a7ff10cb26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"comments_disabled\",\n \"title\",\n SUM(CAST(\"likes\" AS REAL)) AS total_measure,\n SUM(CAST(\"likes\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"likes\" AS REAL))) OVER (PARTITION BY \"comments_disabled\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"comments_disabled\", \"title\"\nORDER BY share_within_group DESC\nLIMIT 10;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"comments_disabled\", item_col=\"title\", and measure_col=\"likes\". CAST to REAL is applied because \"likes\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_4fd41475191045cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdcbad6fc5c5991291eca594f69216c992114de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16482, "bytes_utf8": 16490, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16995, "cached_input_tokens": 15744, "output_tokens": 366, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06b92bd72c3f57e7b5a33a65ebf946e9cb4c3499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_512f5129732bee77", + "api_calls": 0, + "input_tokens": 16995, + "cached_input_tokens": 15744, + "output_tokens": 366, + "total_tokens": 17361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9200.81, + "sql_execution_elapsed_ms_total": 44.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b02fc218567371911e3c289fbb122a82285926e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:21.981859+00:00", + "ended_at": "2026-05-19T15:32:31.182694+00:00", + "elapsed_ms": 9200.81, + "prompt_metrics": { + "chars": 16482, + "bytes_utf8": 16490, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 635, + "bytes_utf8": 635, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 285, + "bytes_utf8": 285, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16995, + "cached_input_tokens": 15744, + "output_tokens": 366, + "reasoning_output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ee379bf4a488ba934932162932815442dc0da6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "category_id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aae41d657820c774a65f6f6976cc6b56d7fa5944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-dc80-7580-85a9-9d5e6d866a4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"category_id\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to category_id on the single table c19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16995,"cached_input_tokens":15744,"output_tokens":366,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa773e2f3d9ab7cf38e89dacf2bebdb01dede6c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"category_id\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to category_id on the single table c19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_512f5129732bee77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c58a0fab6b83154ec3be2d35beed038c2e28941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:47.259731+00:00", + "ended_at": "2026-05-19T16:01:52.099659+00:00", + "elapsed_ms": 4839.9, + "returncode": 1, + "prompt_metrics": { + "chars": 16497, + "bytes_utf8": 16505, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..480e6eadb42cba8d8076b514afdea7cce2852931 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/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": "2026-05-19T16:01:53.102504+00:00", + "ended_at": "2026-05-19T16:01:56.438533+00:00", + "elapsed_ms": 3335.98, + "returncode": 1, + "prompt_metrics": { + "chars": 16497, + "bytes_utf8": 16505, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f944f74d71db0223741f7c78d729375dd25ff3a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=views.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f944f74d71db0223741f7c78d729375dd25ff3a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=views.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddfc673d398d28d0cb22215ce781293063929932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cc00-7981-9f42-9a2e7ff84e09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18aff794e0a3a86425fac890cdb385c0d605bbbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cc00-7981-9f42-9a2e7ff84e09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5d6cf1b6035f1c71ccd1b1b2030c9240b5a91e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e2ea-7390-9156-95078b203e1a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8611d2a6dea82562ae46c92731f72176647aeb98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e2ea-7390-9156-95078b203e1a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_52a6b9651e44927d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f0df4090b61262031a1edfe75bcf50e0c4babbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/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": "2026-05-19T16:06:13.777412+00:00", + "ended_at": "2026-05-19T16:06:17.075532+00:00", + "elapsed_ms": 3298.09, + "returncode": 1, + "prompt_metrics": { + "chars": 16663, + "bytes_utf8": 16671, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89557a2dd3a78a58d2523afe6842445860418ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/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": "2026-05-19T16:06:18.078159+00:00", + "ended_at": "2026-05-19T16:06:21.927721+00:00", + "elapsed_ms": 3849.53, + "returncode": 1, + "prompt_metrics": { + "chars": 16663, + "bytes_utf8": 16671, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9e327bb783fd0f6ea770062735bcb5a1d3a012b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9e327bb783fd0f6ea770062735bcb5a1d3a012b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..782f5958a110c56fd8b98cd50e0256e997e9b10a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dd0c-7ed2-ac12-ef319da273c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a6f36234d4e4a217e3b9fde9f088ae98a6380a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dd0c-7ed2-ac12-ef319da273c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f752def20b1c4785c476a5af442541061396f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ee43-7550-87ad-8fcbf7dc40b5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac16beae5341d13b06d76731aa5d8e0f487dc034 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ee43-7550-87ad-8fcbf7dc40b5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_538bd42eaca44d1b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/conversation.jsonl new file mode 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"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": 1112, "bytes_utf8": 1112, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 12032, "output_tokens": 833, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdcf7e9e1869b7970e0cac9bd7d122810e3daae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_562a6a723366459f", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 12032, + "output_tokens": 833, + "total_tokens": 17891, + "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": 17137.01, + "sql_execution_elapsed_ms_total": 151.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d6f770a449e1a69494faded67db89991ea795cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:49.775555+00:00", + "ended_at": "2026-05-19T15:57:52.835180+00:00", + "elapsed_ms": 3059.6, + "returncode": 1, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a73b9b44d7c2c02dc2c93818670ac0605abbdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:53.837207+00:00", + "ended_at": "2026-05-19T15:58:07.914651+00:00", + "elapsed_ms": 14077.41, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1575, + "bytes_utf8": 1575, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1112, + "bytes_utf8": 1112, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 12032, + "output_tokens": 833, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5848258f0adba7a3fe0c388c8b3b288c0df0f892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5848258f0adba7a3fe0c388c8b3b288c0df0f892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ef21be961c1e462469e05cdcff94058c9870b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2c6d-7f20-9bc2-29ebeecd0218"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4afb2c5c1c6b1bc28c0a9dddaa8d6b8a78fd483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2c6d-7f20-9bc2-29ebeecd0218"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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BY CAST(\\\"views\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"category_id\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"views\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n \\\"views_num\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.95) AS INTEGER)\\n + CASE\\n WHEN (\\\"cnt\\\" * 0.95) > CAST((\\\"cnt\\\" * 0.95) AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"category_id\\\",\\n MAX(\\\"views_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \\\"category_id\\\" group. \\\"views\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":12032,"output_tokens":833,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f971b8902e5c53f46440399e9588cf24d6259dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"category_id\",\n CAST(\"views\" AS REAL) AS \"views_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"category_id\"\n ORDER BY CAST(\"views\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"category_id\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"views\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"category_id\",\n \"views_num\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((\"cnt\" * 0.95) AS INTEGER)\n + CASE\n WHEN (\"cnt\" * 0.95) > CAST((\"cnt\" * 0.95) AS INTEGER) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"category_id\",\n MAX(\"views_num\") AS \"percentile_measure\"\nFROM \"percentile_rows\"\nGROUP BY \"category_id\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \"category_id\" group. \"views\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_562a6a723366459f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 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"cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17123, "bytes_utf8": 17131, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 895, "bytes_utf8": 895, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17158, "cached_input_tokens": 15744, "output_tokens": 746, "reasoning_output_tokens": 501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..108260364b197a3bfc3c468531d6021b81961ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_563424902759e91f", + "api_calls": 0, + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 746, + "total_tokens": 17904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14506.1, + "sql_execution_elapsed_ms_total": 62.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7b830863c9fcfe986accafb40ea14beed22818a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:31.941680+00:00", + "ended_at": "2026-05-19T15:45:46.447809+00:00", + "elapsed_ms": 14506.1, + "prompt_metrics": { + "chars": 17123, + "bytes_utf8": 17131, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1334, + "bytes_utf8": 1334, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 895, + "bytes_utf8": 895, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 746, + "reasoning_output_tokens": 501 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c7692ecb8d08a7ab7a14e7fb3eb4e2e2b7854f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..905c601b33e9891f6bb0f9a3ed4cca3c90f763dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-ea0f-7c71-87e4-7b3c99372528"} +{"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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"category_id\\\" IS NOT NULL\\n AND TRIM(\\\"category_id\\\") <> ''\\n AND \\\"views\\\" IS NOT NULL\\n AND TRIM(\\\"views\\\") <> ''\\n GROUP BY \\\"category_id\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"category_id\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"category_id\\\" and measure_col=\\\"views\\\". Cast \\\"views\\\" from TEXT to REAL for aggregation and filtered out NULL/empty category and views values for a stable grouped result.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17158,"cached_input_tokens":15744,"output_tokens":746,"reasoning_output_tokens":501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0d1f68f81d04b278e77cd82e6774f2ec0ca0892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"category_id\", SUM(CAST(\"views\" AS REAL)) AS \"group_value\"\n FROM \"c19\"\n WHERE \"category_id\" IS NOT NULL\n AND TRIM(\"category_id\") <> ''\n AND \"views\" IS NOT NULL\n AND TRIM(\"views\") <> ''\n GROUP BY \"category_id\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"category_id\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"category_id\" and measure_col=\"views\". Cast \"views\" from TEXT to REAL for aggregation and filtered out NULL/empty category and views values for a stable grouped result."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_563424902759e91f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..973b89238a8dfafa113f93894f0b627df8a6f492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16898, "bytes_utf8": 16906, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17116, "cached_input_tokens": 15744, "output_tokens": 423, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed425ea81a6502bd68a0f2cc1e82915ab1fbb433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_56c2d531f9b946fd", + "api_calls": 0, + "input_tokens": 17116, + "cached_input_tokens": 15744, + "output_tokens": 423, + "total_tokens": 17539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12291.36, + "sql_execution_elapsed_ms_total": 55.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9acfeb5267086a27603590bafb46975e5051decd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:55.624719+00:00", + "ended_at": "2026-05-19T15:43:07.916110+00:00", + "elapsed_ms": 12291.36, + "prompt_metrics": { + "chars": 16898, + "bytes_utf8": 16906, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 913, + "bytes_utf8": 913, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 534, + "bytes_utf8": 534, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17116, + "cached_input_tokens": 15744, + "output_tokens": 423, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c5d65476e126def42f2bfc0224c3e348e3f24b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=category_id, group_col_2=comments_disabled.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "category_id", + "group_col_2": "comments_disabled", + "predicate_col": "likes", + "predicate_op": ">=", + "predicate_value": 55417.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..667c2189816601ab4c052c0d597c6f312c91b275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-8780-7830-8c32-e5322849972b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"category_id\\\", \\\"comments_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE CAST(\\\"likes\\\" AS REAL) >= 55417.0\\nGROUP BY \\\"category_id\\\", \\\"comments_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"category_id\\\", group_col_2=\\\"comments_disabled\\\", and predicate \\\"likes\\\" >= 55417.0. CAST(\\\"likes\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17116,"cached_input_tokens":15744,"output_tokens":423,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..648e276311d4d787f0c493133e4de034d885b5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"category_id\", \"comments_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE CAST(\"likes\" AS REAL) >= 55417.0\nGROUP BY \"category_id\", \"comments_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"category_id\", group_col_2=\"comments_disabled\", and predicate \"likes\" >= 55417.0. CAST(\"likes\" AS REAL) is used because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_56c2d531f9b946fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa2951fcfd101880199ce81c5daef85bbfeb5bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:13.744467+00:00", + "ended_at": "2026-05-19T16:00:16.993585+00:00", + "elapsed_ms": 3249.09, + "returncode": 1, + "prompt_metrics": { + "chars": 16866, + "bytes_utf8": 16874, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23f4d04c79e8ef233ea36de60e8c84bf04cd7f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:17.996395+00:00", + "ended_at": "2026-05-19T16:00:21.418068+00:00", + "elapsed_ms": 3421.63, + "returncode": 1, + "prompt_metrics": { + "chars": 16866, + "bytes_utf8": 16874, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e8486e13ac627b1f16251cbbd40abe8c390b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e8486e13ac627b1f16251cbbd40abe8c390b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d55bfaa477a323fe9f3ad4c02d971493d5ab031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5eca-7650-915f-8914a6c18cef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc7a689a08ee8b543a5c15f7cc08d8e25637b3b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5eca-7650-915f-8914a6c18cef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7813e6357403c81495fa099dff41fd7ed8792adf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6f56-7392-9539-3a112dc07b1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd834c59b328fa9cc4ee70267762b06b69c81453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6f56-7392-9539-3a112dc07b1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad1af6c0fd432b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5e6f6a81fe1c6d57a88ff946dbc54b65bca6cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17120, "bytes_utf8": 17128, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17156, "cached_input_tokens": 15744, "output_tokens": 374, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..215db1b384a4503105de1dfdb97c58db872a8d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_5b7f8d7ba7057365", + "api_calls": 0, + "input_tokens": 17156, + "cached_input_tokens": 15744, + "output_tokens": 374, + "total_tokens": 17530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12431.62, + "sql_execution_elapsed_ms_total": 52.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc15991d1ffe6356b4373a4ecedb4269fc706541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:19.427384+00:00", + "ended_at": "2026-05-19T15:45:31.859036+00:00", + "elapsed_ms": 12431.62, + "prompt_metrics": { + "chars": 17120, + "bytes_utf8": 17128, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1013, + "bytes_utf8": 1013, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17156, + "cached_input_tokens": 15744, + "output_tokens": 374, + "reasoning_output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5be560b9a8bbcaf3053c84f26be962c1e07913a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9d3b8a23ebb68b1b07408a91fd2e375a947011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-b943-71d3-b898-e17e8c6cb15c"} +{"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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"category_id\\\", 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 required Relative-to-Total Extreme Threshold template with group_col=\\\"category_id\\\" and measure_col=\\\"views\\\". CAST(\\\"views\\\" AS REAL) is used because the schema stores views as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17156,"cached_input_tokens":15744,"output_tokens":374,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e5a3446ac4635932a8f734bd4a283448cb9c0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"category_id\", SUM(CAST(\"views\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"category_id\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"category_id\", 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 required Relative-to-Total Extreme Threshold template with group_col=\"category_id\" and measure_col=\"views\". CAST(\"views\" AS REAL) is used because the schema stores views as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5b7f8d7ba7057365/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1c9b97a2097b94b2b2105db55400ff0ccfc8147 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16897, "bytes_utf8": 16905, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17117, "cached_input_tokens": 15744, "output_tokens": 468, "reasoning_output_tokens": 344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da97755d467ba9ab07448823c1613aea95358ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_5f90f95a85b95b92", + "api_calls": 0, + "input_tokens": 17117, + "cached_input_tokens": 15744, + "output_tokens": 468, + "total_tokens": 17585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10242.01, + "sql_execution_elapsed_ms_total": 54.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..121ca29f1e8f94a9ab66a1f8736e7ff985e2f0c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:08.002370+00:00", + "ended_at": "2026-05-19T15:43:18.244410+00:00", + "elapsed_ms": 10242.01, + "prompt_metrics": { + "chars": 16897, + "bytes_utf8": 16905, + "lines": 292, + "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": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17117, + "cached_input_tokens": 15744, + "output_tokens": 468, + "reasoning_output_tokens": 344 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d43d87bb736793157e126f4a6a1b07bc8e3f68f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=category_id, group_col_2=ratings_disabled.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "category_id", + "group_col_2": "ratings_disabled", + "predicate_col": "dislikes", + "predicate_op": ">=", + "predicate_value": 1938.0, + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..892f53a488f7e6af2cb8df8aefb6e395da70b010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-b7eb-7992-92e7-34eb6d2db586"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"category_id\\\", \\\"ratings_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE CAST(\\\"dislikes\\\" AS REAL) >= 1938.0\\nGROUP BY \\\"category_id\\\", \\\"ratings_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with \\\"category_id\\\" and \\\"ratings_disabled\\\". \\\"dislikes\\\" is cast to REAL because the schema snapshot stores numeric-looking measures as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17117,"cached_input_tokens":15744,"output_tokens":468,"reasoning_output_tokens":344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14b6e60793754ff6ae803b50897da67caba4c1b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"category_id\", \"ratings_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE CAST(\"dislikes\" AS REAL) >= 1938.0\nGROUP BY \"category_id\", \"ratings_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Used the required filtered two-dimensional group count template with \"category_id\" and \"ratings_disabled\". \"dislikes\" is cast to REAL because the schema snapshot stores numeric-looking measures as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5f90f95a85b95b92/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7979d327932b8ccca8bdc59588a19f1f6178f70a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1147, "bytes_utf8": 1147, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 15744, "output_tokens": 1371, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4eb3f6bae73a90ff3ee08b4068e4ef38b1b477e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_69415dd5f90ed8e9", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 1371, + "total_tokens": 18430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21589.57, + "sql_execution_elapsed_ms_total": 134.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4615dd5d741b0e4bb41e44735a54ee497b51f6e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:49.971009+00:00", + "ended_at": "2026-05-19T15:56:11.560606+00:00", + "elapsed_ms": 21589.57, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "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": 1147, + "bytes_utf8": 1147, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 1371, + "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_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbd498082cda8c48c9af9033585a5c82d6dada83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a26e9cdc4f79d0958832e0e1f0ecababa81a1f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-586a-7dc1-8b83-e05c4a7e16e3"} +{"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 \\\"ratings_disabled\\\",\\n CAST(\\\"dislikes\\\" AS REAL) AS \\\"dislikes_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ratings_disabled\\\"\\n ORDER BY CAST(\\\"dislikes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ratings_disabled\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"ratings_disabled\\\" IS NOT NULL\\n AND \\\"dislikes\\\" IS NOT NULL\\n AND TRIM(\\\"dislikes\\\") <> ''\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"ratings_disabled\\\",\\n \\\"dislikes_num\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"ratings_disabled\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank 95th percentile per \\\"ratings_disabled\\\" group. \\\"dislikes\\\" is stored as TEXT in the schema, so it is cast to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":15744,"output_tokens":1371,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0166701d937087e569a30075805acf673137f3de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ratings_disabled\",\n CAST(\"dislikes\" AS REAL) AS \"dislikes_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ratings_disabled\"\n ORDER BY CAST(\"dislikes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ratings_disabled\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"ratings_disabled\" IS NOT NULL\n AND \"dislikes\" IS NOT NULL\n AND TRIM(\"dislikes\") <> ''\n),\n\"percentile_rows\" AS (\n SELECT\n \"ratings_disabled\",\n \"dislikes_num\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"ratings_disabled\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank 95th percentile per \"ratings_disabled\" group. \"dislikes\" is stored as TEXT in the schema, so it is cast to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_69415dd5f90ed8e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db229039c3d554a9203da47e757281f01396634d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16981, "bytes_utf8": 16989, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17140, "cached_input_tokens": 15744, "output_tokens": 905, "reasoning_output_tokens": 735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14359feb04417532a42cd210c21cdb104c95be35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_6e92efb57d6a1011", + "api_calls": 0, + "input_tokens": 17140, + "cached_input_tokens": 15744, + "output_tokens": 905, + "total_tokens": 18045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18729.41, + "sql_execution_elapsed_ms_total": 70.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26af3590fae4845b6f8d99fcbadbcdda4ab07f83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:48.869033+00:00", + "ended_at": "2026-05-19T15:34:07.598479+00:00", + "elapsed_ms": 18729.41, + "prompt_metrics": { + "chars": 16981, + "bytes_utf8": 16989, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 981, + "bytes_utf8": 981, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 595, + "bytes_utf8": 595, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17140, + "cached_input_tokens": 15744, + "output_tokens": 905, + "reasoning_output_tokens": 735 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79a1dbf462194f0863624caf80f74d31d4e67c2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "trending_date", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8455b95f6d977eb9645babad0a191524f682c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-2fc3-7c10-b5af-dc773232c0d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"category_id\\\",\\n \\\"trending_date\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"trending_date\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"category_id\\\", item_col=\\\"trending_date\\\", and measure_col=\\\"views\\\". Cast \\\"views\\\" to REAL because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17140,"cached_input_tokens":15744,"output_tokens":905,"reasoning_output_tokens":735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b7a5256c9744ccd649fb4ca1622aee1b60a592e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"category_id\",\n \"trending_date\",\n SUM(CAST(\"views\" AS REAL)) AS total_measure,\n SUM(CAST(\"views\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"views\" AS REAL))) OVER (PARTITION BY \"category_id\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"category_id\", \"trending_date\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"category_id\", item_col=\"trending_date\", and measure_col=\"views\". Cast \"views\" 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_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e92efb57d6a1011/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9330c0c3bb4f59559967f3e32de0b708e02fe380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17435, "bytes_utf8": 17443, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 797, "bytes_utf8": 797, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17238, "cached_input_tokens": 15744, "output_tokens": 656, "reasoning_output_tokens": 455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f6f53d73c35c0ebedff60e75d012039bfa84369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_6e9d2b572d8b62ec", + "api_calls": 0, + "input_tokens": 17238, + "cached_input_tokens": 15744, + "output_tokens": 656, + "total_tokens": 17894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15392.5, + "sql_execution_elapsed_ms_total": 44.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4492b948c5d74ca106ee7bff7e9f3fe03d109fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:06.105972+00:00", + "ended_at": "2026-05-19T15:40:21.498496+00:00", + "elapsed_ms": 15392.5, + "prompt_metrics": { + "chars": 17435, + "bytes_utf8": 17443, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1162, + "bytes_utf8": 1162, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17238, + "cached_input_tokens": 15744, + "output_tokens": 656, + "reasoning_output_tokens": 455 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cb3beb6ec5e02d4573dc52b598f0a45ef9d809c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c8c804873024102d6270c8891fb4cd221da547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-f178-7681-85fe-c555ec8389d0"} +{"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 \\\"video_error_or_removed\\\",\\n SUM(CASE WHEN \\\"video_error_or_removed\\\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"video_error_or_removed\\\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"video_error_or_removed\\\"\\n)\\nSELECT \\\"video_error_or_removed\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the requested template exactly with both group_col and condition_col bound to \\\"video_error_or_removed\\\". This means the group where the value is 'False' will have a zero denominator, so its ratio evaluates to NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17238,"cached_input_tokens":15744,"output_tokens":656,"reasoning_output_tokens":455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4208a3c6979f09152800ace1a0cde0c8cc4b1cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"video_error_or_removed\",\n SUM(CASE WHEN \"video_error_or_removed\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"video_error_or_removed\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"video_error_or_removed\"\n)\nSELECT \"video_error_or_removed\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the requested template exactly with both group_col and condition_col bound to \"video_error_or_removed\". This means the group where the value is 'False' will have a zero denominator, so its ratio evaluates to NULL via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e9d2b572d8b62ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec4eb5384fc9843e385c350e3dc10104322f64dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17017, "bytes_utf8": 17025, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17144, "cached_input_tokens": 12032, "output_tokens": 706, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..577cf2ea9fdc4124c0f2c83ec3e2566a4d33bd5f --- /dev/null +++ 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"/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f955c6b042358840804b2968ddce0f14f9b3f371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:44.036832+00:00", + "ended_at": "2026-05-19T15:35:59.102501+00:00", + "elapsed_ms": 15065.64, + "prompt_metrics": { + "chars": 17017, + "bytes_utf8": 17025, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1111, + "bytes_utf8": 1111, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17144, + "cached_input_tokens": 12032, + "output_tokens": 706, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e93a89011f4bbcf85616a5e77ca835bc93ee233 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "item_col": "publish_time", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a71bde4113df5c185bd624a1c6382059e0c1d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-f1da-7671-add0-bc8a4ab5d973"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"video_error_or_removed\\\",\\n \\\"publish_time\\\",\\n SUM(CAST(NULLIF(\\\"comment_count\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"comment_count\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"comment_count\\\", '') AS REAL))) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\", \\\"publish_time\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided template with group_col=\\\"video_error_or_removed\\\", item_col=\\\"publish_time\\\", and measure_col=\\\"comment_count\\\". \\\"comment_count\\\" is cast from TEXT to REAL for SQLite aggregation, with empty strings treated as NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17144,"cached_input_tokens":12032,"output_tokens":706,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76ff103d57fe73066195d574521381fdf1b111cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"video_error_or_removed\",\n \"publish_time\",\n SUM(CAST(NULLIF(\"comment_count\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"comment_count\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"comment_count\", '') AS REAL))) OVER (PARTITION BY \"video_error_or_removed\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\", \"publish_time\"\nORDER BY share_within_group DESC;","notes":"Uses the provided template with group_col=\"video_error_or_removed\", item_col=\"publish_time\", and measure_col=\"comment_count\". \"comment_count\" is cast from TEXT to REAL for SQLite aggregation, with empty strings treated as NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_70bc49bd6e220f6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..399d829350a2f844100145a5c580f81cf702f9b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16570, "bytes_utf8": 16578, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17030, "cached_input_tokens": 15744, "output_tokens": 349, "reasoning_output_tokens": 252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3adfe6ea09bd5999b964ddcc13c6421ad58be2bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_714c7e63a56ee9b3", + "api_calls": 0, + "input_tokens": 17030, + "cached_input_tokens": 15744, + "output_tokens": 349, + "total_tokens": 17379, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8836.09, + "sql_execution_elapsed_ms_total": 47.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a952e9df48f6120cfa2c39c9e7d0f18bb6ad2ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:15.840657+00:00", + "ended_at": "2026-05-19T16:04:24.676781+00:00", + "elapsed_ms": 8836.09, + "prompt_metrics": { + "chars": 16570, + "bytes_utf8": 16578, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17030, + "cached_input_tokens": 15744, + "output_tokens": 349, + "reasoning_output_tokens": 252 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f7a4075442bf6b26b8caa1060cbe3c8e419593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ratings_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ratings_disabled", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b19b29994bd4f4ec9103fe6d1cf7a584485c2fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1085-7f21-ba46-a511ed9aac49"} +{"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 \\\"ratings_disabled\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ratings_disabled\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"ratings_disabled\\\" and top_k set to 17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17030,"cached_input_tokens":15744,"output_tokens":349,"reasoning_output_tokens":252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb9c114822c8fc8d53b0de2095625f4720ead29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ratings_disabled\",\n COUNT(*) AS \"support\"\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"support\" ASC, \"ratings_disabled\"\nLIMIT 17;","notes":"Applies the Low-Support Group Count template with group_col bound to \"ratings_disabled\" and top_k set to 17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_714c7e63a56ee9b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abf9f9171262cb66918026431686f8ac74c58311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17010, "bytes_utf8": 17018, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17143, "cached_input_tokens": 15744, "output_tokens": 644, "reasoning_output_tokens": 470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..567e501f2a5188b8e47a008ff4f2ee09071bdb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_777040e2e8a70b29", + "api_calls": 0, + "input_tokens": 17143, + "cached_input_tokens": 15744, + "output_tokens": 644, + "total_tokens": 17787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12629.81, + "sql_execution_elapsed_ms_total": 92.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71eda80d920ed2ff0f5819e331a9ae43b4fe5f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:31.279268+00:00", + "ended_at": "2026-05-19T15:35:43.909114+00:00", + "elapsed_ms": 12629.81, + "prompt_metrics": { + "chars": 17010, + "bytes_utf8": 17018, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1071, + "bytes_utf8": 1071, + "lines": 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": 17143, + "cached_input_tokens": 15744, + "output_tokens": 644, + "reasoning_output_tokens": 470 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d14a62ffb73560cf3b90e89100a092df8076dbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "item_col": "publish_time", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..685d32cf187c80a42edc2a70cd6b2180ca3fd803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-bfe8-7ca0-be3c-ada0904b543c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"video_error_or_removed\\\", \\\"publish_time\\\",\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"comment_count\\\" AS REAL))) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\", \\\"publish_time\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"video_error_or_removed\\\", item_col=\\\"publish_time\\\", and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" from TEXT to REAL for SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17143,"cached_input_tokens":15744,"output_tokens":644,"reasoning_output_tokens":470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e9bd64276fc0b6be86c64ee14ee83de2e24fc93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"video_error_or_removed\", \"publish_time\",\n SUM(CAST(\"comment_count\" AS REAL)) AS total_measure,\n SUM(CAST(\"comment_count\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"comment_count\" AS REAL))) OVER (PARTITION BY \"video_error_or_removed\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\", \"publish_time\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"video_error_or_removed\", item_col=\"publish_time\", and measure_col=\"comment_count\". Cast \"comment_count\" from TEXT to REAL for SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_777040e2e8a70b29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..474895197412de4186658f1267632232be1c9f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16566, "bytes_utf8": 16574, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 15744, "output_tokens": 412, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c424d82ccc6d805488304334237487022b0c41aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_7998504aac584fdb", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 15744, + "output_tokens": 412, + "total_tokens": 17432, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30554.16, + "sql_execution_elapsed_ms_total": 61.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9e4082d7ddcc63d6507d7677c3e06e010fc476c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:03.833359+00:00", + "ended_at": "2026-05-19T15:30:34.387552+00:00", + "elapsed_ms": 30554.16, + "prompt_metrics": { + "chars": 16566, + "bytes_utf8": 16574, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2708, + "bytes_utf8": 2708, + "lines": 10, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 356, + "bytes_utf8": 356, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 15744, + "output_tokens": 412, + "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_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf4ff847d6d1be958e78cfd0424444f5b39e7549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f10e8e8218764d12472fc05b864887eed915fda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,10 @@ +{"type":"thread.started","thread_id":"019e40db-c0b3-7511-8a6f-e877548f4064"} +{"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 1994718, Requested 17655. Please try again in 371ms. 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 17655. Please try again in 529ms. 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 1998616, Requested 17655. Please try again in 488ms. 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 1987788, Requested 17655. Please try again in 163ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 1/5 (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 17655. Please try again in 529ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"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 1996754, Requested 17655. Please try again in 432ms. 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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"category_id\\\" as the grouping column and cast \\\"views\\\" from TEXT to INTEGER so SQLite aggregates it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":15744,"output_tokens":412,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a570da5ba09234fe9fc73412ad8c83efb4f66081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"category_id\", SUM(CAST(\"views\" AS INTEGER)) AS total_measure\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with \"category_id\" as the grouping column and cast \"views\" from TEXT to INTEGER so SQLite aggregates it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7998504aac584fdb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..086539ffe50d718b59b186b415157ddeb830ac1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17123, "bytes_utf8": 17131, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17158, "cached_input_tokens": 15744, "output_tokens": 441, "reasoning_output_tokens": 273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..092c8058a5c0b0ea5e8d0f551608f391300e4738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_79bda149fba2443e", + "api_calls": 0, + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 441, + "total_tokens": 17599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12013.95, + "sql_execution_elapsed_ms_total": 52.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90aa8abf1fd2ae289cb16367b9fc5c48de1cd2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:10.716579+00:00", + "ended_at": "2026-05-19T15:49:22.730570+00:00", + "elapsed_ms": 12013.95, + "prompt_metrics": { + "chars": 17123, + "bytes_utf8": 17131, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1014, + "bytes_utf8": 1014, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17158, + "cached_input_tokens": 15744, + "output_tokens": 441, + "reasoning_output_tokens": 273 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4276fd18ae030854fa5b49f2544be0ffbc270aff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4f283e1151401b853410ffbbd2a9f763815c43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-40ba-7583-9aab-60a35ccdd459"} +{"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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"category_id\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"category_id\\\" and measure_col=\\\"views\\\". CAST(\\\"views\\\" AS REAL) is used because the schema stores views as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17158,"cached_input_tokens":15744,"output_tokens":441,"reasoning_output_tokens":273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53a732bdce7aef3f2322dac86d9a93f35c3eac72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"category_id\", SUM(CAST(\"views\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"category_id\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"category_id\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"category_id\" and measure_col=\"views\". CAST(\"views\" AS REAL) is used because the schema stores views as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_79bda149fba2443e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7126f6374faeaa4281a3ebb8443cdcae932373df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17136, "bytes_utf8": 17144, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 655, "bytes_utf8": 655, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17159, "cached_input_tokens": 15744, "output_tokens": 471, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43de987f5a7453658e21a2b2d8413de5bb04d0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_7a2d77deccf78d63", + "api_calls": 0, + "input_tokens": 17159, + "cached_input_tokens": 15744, + "output_tokens": 471, + "total_tokens": 17630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10167.78, + "sql_execution_elapsed_ms_total": 49.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7313830feac5288aab68de0d2e000538a77f27a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:19.680324+00:00", + "ended_at": "2026-05-19T15:46:29.848139+00:00", + "elapsed_ms": 10167.78, + "prompt_metrics": { + "chars": 17136, + "bytes_utf8": 17144, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1026, + "bytes_utf8": 1026, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 655, + "bytes_utf8": 655, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17159, + "cached_input_tokens": 15744, + "output_tokens": 471, + "reasoning_output_tokens": 302 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89b3fc91c26d62bd4c13e1e59f34109e075b1a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a4a262baf6bbd03b8e690dd3cdc5b656a5f1ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-a4db-7100-966a-b0ca125ac2b0"} +{"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 \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ratings_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". CAST(\\\"dislikes\\\" AS REAL) is used because the schema stores this numeric field as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17159,"cached_input_tokens":15744,"output_tokens":471,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..485a9492bfc606c009b580a0ac748cfe8ebbb847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ratings_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned template with group_col=\"ratings_disabled\" and measure_col=\"dislikes\". CAST(\"dislikes\" AS REAL) is used because the schema stores this numeric field as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7a2d77deccf78d63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6649506a7bbfc42024bb2b31ef0f93880fac88b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16579, "bytes_utf8": 16587, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17019, "cached_input_tokens": 12032, "output_tokens": 244, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94dbbd45b3ab18075a8a513b4a8552c67c0e56a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_7b197464116c6058", + "api_calls": 0, + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 244, + "total_tokens": 17263, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7707.49, + "sql_execution_elapsed_ms_total": 55.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98adf0d62f8270518a575992286fd8370b8d1016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:06.824340+00:00", + "ended_at": "2026-05-19T15:31:14.531867+00:00", + "elapsed_ms": 7707.49, + "prompt_metrics": { + "chars": 16579, + "bytes_utf8": 16587, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 244, + "reasoning_output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1eb3ed344a818da7ae7d51d25dfc32447320383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..179182967f379beea536a42781cc1836d3851321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-b6bd-7aa0-9151-0ab558c5d94a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to NUMERIC so SUM works correctly in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17019,"cached_input_tokens":12032,"output_tokens":244,"reasoning_output_tokens":140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4607c2d8de2576ac0a7300cb6fa486f3d1a1266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"comments_disabled\", SUM(CAST(\"likes\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"comments_disabled\" and measure_col=\"likes\". Cast \"likes\" from TEXT to NUMERIC so SUM works correctly in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7b197464116c6058/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92ea6e4f6c26f6b37d1576cefb1676be4757b331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17136, "bytes_utf8": 17144, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17159, "cached_input_tokens": 15744, "output_tokens": 463, "reasoning_output_tokens": 299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..912021091ee9cb8d540209bcc638e164959580f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_7e74b3716b9520ee", + "api_calls": 0, + "input_tokens": 17159, + "cached_input_tokens": 15744, + "output_tokens": 463, + "total_tokens": 17622, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13100.38, + "sql_execution_elapsed_ms_total": 62.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a4ffcc6ae2d499e7897e0d423280141742b9aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:17.997116+00:00", + "ended_at": "2026-05-19T15:48:31.097534+00:00", + "elapsed_ms": 13100.38, + "prompt_metrics": { + "chars": 17136, + "bytes_utf8": 17144, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 627, + "bytes_utf8": 627, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17159, + "cached_input_tokens": 15744, + "output_tokens": 463, + "reasoning_output_tokens": 299 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4489338095595dc717b93b410fc9b4456895c002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af13e81f424d2eee273c16bf608d08c9cd80757a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-72e9-7c30-96ea-0214a0b5e2b8"} +{"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 \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ratings_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". Cast \\\"dislikes\\\" from TEXT to REAL so SQLite can sum it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17159,"cached_input_tokens":15744,"output_tokens":463,"reasoning_output_tokens":299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ceaea8dfa6179ef2cb2d68a2f3a9c46f3c7089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ratings_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided template with group_col=\"ratings_disabled\" and measure_col=\"dislikes\". Cast \"dislikes\" from TEXT to REAL so SQLite can sum it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_7e74b3716b9520ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9106f31812c5c75ba050e68cb5c9e8bc501b9688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16778, "bytes_utf8": 16786, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1835, "bytes_utf8": 1835, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17063, "cached_input_tokens": 15744, "output_tokens": 2777, "reasoning_output_tokens": 2164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..337a0ce53b48063a342f9bdf4642f8670e2b562b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_809a50474ec96528", + "api_calls": 0, + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 2777, + "total_tokens": 19840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40454.64, + "sql_execution_elapsed_ms_total": 173.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..283d594f9c300eb8a3c139fba7b4fdce00722d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:29.757716+00:00", + "ended_at": "2026-05-19T15:57:10.212386+00:00", + "elapsed_ms": 40454.64, + "prompt_metrics": { + "chars": 16778, + "bytes_utf8": 16786, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2456, + "bytes_utf8": 2456, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1835, + "bytes_utf8": 1835, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 2777, + "reasoning_output_tokens": 2164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b336e9b97220a54b462edd8d3a8e64e5383465ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd21a93aecf513e455b03dcbdefb7b691b1948c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f3be-7290-b83e-ead6ca499f64"} +{"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 \\\"video_error_or_removed\\\" AS \\\"group_col\\\",\\n CAST(\\\"comment_count\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"video_error_or_removed\\\"\\n ORDER BY CAST(\\\"comment_count\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"video_error_or_removed\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"comment_count\\\" IS NOT NULL\\n AND TRIM(\\\"comment_count\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"n\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"target_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\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"target_pos\\\") AS \\\"target_pos\\\",\\n MAX(\\\"lo_rn\\\") AS \\\"lo_rn\\\",\\n MAX(\\\"hi_rn\\\") AS \\\"hi_rn\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"video_error_or_removed\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"target_pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Implements the grouped 90th-percentile point for \\\"video_error_or_removed\\\" over CAST(\\\"comment_count\\\" AS REAL), emulating SQLite-compatible PERCENTILE_CONT behavior with window functions and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17063,"cached_input_tokens":15744,"output_tokens":2777,"reasoning_output_tokens":2164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c59806c0098a11b256ace2d9391e5c55d1db7ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"video_error_or_removed\" AS \"group_col\",\n CAST(\"comment_count\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"video_error_or_removed\"\n ORDER BY CAST(\"comment_count\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"video_error_or_removed\"\n ) AS \"n\"\n FROM \"c19\"\n WHERE \"comment_count\" IS NOT NULL\n AND TRIM(\"comment_count\") <> ''\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n \"rn\",\n \"n\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"target_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\"bounds\" AS (\n SELECT\n \"group_col\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure\" END) AS \"hi_val\",\n MAX(\"target_pos\") AS \"target_pos\",\n MAX(\"lo_rn\") AS \"lo_rn\",\n MAX(\"hi_rn\") AS \"hi_rn\"\n FROM \"positions\"\n GROUP BY \"group_col\"\n)\nSELECT\n \"group_col\" AS \"video_error_or_removed\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"target_pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Implements the grouped 90th-percentile point for \"video_error_or_removed\" over CAST(\"comment_count\" AS REAL), emulating SQLite-compatible PERCENTILE_CONT behavior with window functions and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_809a50474ec96528/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b318690d71943b9cfbcbc7816dae91e8e2ee5e2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16987, "bytes_utf8": 16995, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 688, "bytes_utf8": 688, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17137, "cached_input_tokens": 12032, "output_tokens": 684, "reasoning_output_tokens": 498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3ca5d3cdfeb0570f17badc87ce58c0c2e836c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_8208a21f4163c10e", + "api_calls": 0, + "input_tokens": 17137, + "cached_input_tokens": 12032, + "output_tokens": 684, + "total_tokens": 17821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13077.89, + "sql_execution_elapsed_ms_total": 93.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..019aad47a8029951cc689a7343304d69c699a7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:43.292963+00:00", + "ended_at": "2026-05-19T15:38:56.370887+00:00", + "elapsed_ms": 13077.89, + "prompt_metrics": { + "chars": 16987, + "bytes_utf8": 16995, + "lines": 290, + "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": 688, + "bytes_utf8": 688, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17137, + "cached_input_tokens": 12032, + "output_tokens": 684, + "reasoning_output_tokens": 498 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c70214247918a50e34a2b6a1970b0a380478c7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "item_col": "thumbnail_link", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6168311d5e6a13ad41c1c2bc4978ce0fa7a4fbdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-add9-7633-a91b-e38c4f7c2d89"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"comments_disabled\\\",\\n \\\"thumbnail_link\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"likes\\\" AS REAL))) OVER (PARTITION BY \\\"comments_disabled\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\", \\\"thumbnail_link\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"comments_disabled\\\", item_col=\\\"thumbnail_link\\\", and measure_col=\\\"likes\\\". Cast \\\"likes\\\" to REAL because the schema stores it as TEXT. Applied LIMIT 13 from the bound top_k value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17137,"cached_input_tokens":12032,"output_tokens":684,"reasoning_output_tokens":498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18708dd9e7a9acdceae5dd9f661a98e600d08ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"comments_disabled\",\n \"thumbnail_link\",\n SUM(CAST(\"likes\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"likes\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"likes\" AS REAL))) OVER (PARTITION BY \"comments_disabled\") AS \"share_within_group\"\nFROM \"c19\"\nGROUP BY \"comments_disabled\", \"thumbnail_link\"\nORDER BY \"share_within_group\" DESC\nLIMIT 13;","notes":"Used the planned Within-Group Share of Total template with group_col=\"comments_disabled\", item_col=\"thumbnail_link\", and measure_col=\"likes\". Cast \"likes\" to REAL because the schema stores it as TEXT. Applied LIMIT 13 from the bound top_k value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8208a21f4163c10e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..189951456bca1154f4619a998bdbf59b9f9367af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16580, "bytes_utf8": 16588, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17033, "cached_input_tokens": 12032, "output_tokens": 294, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..855992c42b9209dff5f0f861256fcbd1b6741494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_82215ce83dfc71b7", + "api_calls": 0, + "input_tokens": 17033, + "cached_input_tokens": 12032, + "output_tokens": 294, + "total_tokens": 17327, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8482.4, + "sql_execution_elapsed_ms_total": 43.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59c26e8638005b7749491ec895af5e5ac2f1020a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:24.754389+00:00", + "ended_at": "2026-05-19T16:04:33.236819+00:00", + "elapsed_ms": 8482.4, + "prompt_metrics": { + "chars": 16580, + "bytes_utf8": 16588, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 352, + "bytes_utf8": 352, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17033, + "cached_input_tokens": 12032, + "output_tokens": 294, + "reasoning_output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..affa8ebc036790309963bc72e625e1dc9c09c373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=video_error_or_removed.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "video_error_or_removed", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8962e1ce85c0cb4f123f3ef81318620f9303d36f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-335a-75e3-9339-2ad5be188e2c"} +{"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 \\\"video_error_or_removed\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY \\\"support\\\" ASC, \\\"video_error_or_removed\\\"\\nLIMIT 13;\",\"notes\":\"Instantiated the Low-Support Group Count template on \\\"video_error_or_removed\\\" with top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17033,"cached_input_tokens":12032,"output_tokens":294,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a64f562a8c55ea1e288308395e18d522f68cbbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"video_error_or_removed\",\n COUNT(*) AS \"support\"\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY \"support\" ASC, \"video_error_or_removed\"\nLIMIT 13;","notes":"Instantiated the Low-Support Group Count template on \"video_error_or_removed\" with top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82215ce83dfc71b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8bfdf647ca548706ab285a0057b99618e0914ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16978, "bytes_utf8": 16986, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 609, "bytes_utf8": 609, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17138, "cached_input_tokens": 12032, "output_tokens": 650, "reasoning_output_tokens": 483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88987974abf7d965c85a06043fe7f9fbb368abdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_82f4adbb1e0b7f54", + "api_calls": 0, + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 650, + "total_tokens": 17788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14661.83, + "sql_execution_elapsed_ms_total": 157.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..289d582bf90957938c714fe008da28b700d66852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:28.436814+00:00", + "ended_at": "2026-05-19T15:38:43.098674+00:00", + "elapsed_ms": 14661.83, + "prompt_metrics": { + "chars": 16978, + "bytes_utf8": 16986, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 995, + "bytes_utf8": 995, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17138, + "cached_input_tokens": 12032, + "output_tokens": 650, + "reasoning_output_tokens": 483 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eae19d3271dce10ce97685237e180f327d428c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "comment_count", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4ace41848657c36c7d706e71f7fbf5dbaada444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-73d8-75b1-9342-cb5b2a4b04cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"category_id\\\",\\n \\\"comment_count\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"comment_count\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"category_id\\\", item_col=\\\"comment_count\\\", and measure_col=\\\"views\\\". Cast \\\"views\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17138,"cached_input_tokens":12032,"output_tokens":650,"reasoning_output_tokens":483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4888ace4f0d6b7c06708d79193a3fa78dbe5fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"category_id\",\n \"comment_count\",\n SUM(CAST(\"views\" AS REAL)) AS total_measure,\n SUM(CAST(\"views\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"views\" AS REAL))) OVER (PARTITION BY \"category_id\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"category_id\", \"comment_count\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"category_id\", item_col=\"comment_count\", and measure_col=\"views\". Cast \"views\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_82f4adbb1e0b7f54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edd9cd916d188ad65134628fe1de3c9065f04b33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 908, "bytes_utf8": 908, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 15744, "output_tokens": 766, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3a04a08b31db997a64ec2aee5474695ffb5a5fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_830c2b086ca3d148", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 766, + "total_tokens": 17825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14981.48, + "sql_execution_elapsed_ms_total": 138.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a9b4a6bf9b38e530f2f4e850ed0ebe8e6d4b8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:29.862099+00:00", + "ended_at": "2026-05-19T15:51:44.843612+00:00", + "elapsed_ms": 14981.48, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1334, + "bytes_utf8": 1334, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 766, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c6e055b732ee780217552e0ae4c754f854a740d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f95fe914adf85a2fafe9f735fde7e0197867db8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-6036-7183-ad69-269c6de90f99"} +{"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 \\\"ratings_disabled\\\",\\n CAST(\\\"dislikes\\\" AS REAL) AS \\\"dislikes_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ratings_disabled\\\"\\n ORDER BY CAST(\\\"dislikes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ratings_disabled\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"dislikes\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ratings_disabled\\\",\\n MIN(CASE WHEN \\\"rn\\\" >= \\\"cnt\\\" * 0.95 THEN \\\"dislikes_value\\\" END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile per ratings_disabled group by ordering CAST(\\\"dislikes\\\" AS REAL) within each group and taking the smallest value whose row number reaches 95% of the group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":15744,"output_tokens":766,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b3a36881de7a945f7e231552707554e1b17ece5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ratings_disabled\",\n CAST(\"dislikes\" AS REAL) AS \"dislikes_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ratings_disabled\"\n ORDER BY CAST(\"dislikes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ratings_disabled\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE \"dislikes\" IS NOT NULL\n)\nSELECT\n \"ratings_disabled\",\n MIN(CASE WHEN \"rn\" >= \"cnt\" * 0.95 THEN \"dislikes_value\" END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile per ratings_disabled group by ordering CAST(\"dislikes\" AS REAL) within each group and taking the smallest value whose row number reaches 95% of the group size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_830c2b086ca3d148/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9700aa46decf716b7e4c5277142d8722bb10342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16911, "bytes_utf8": 16919, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17115, "cached_input_tokens": 12032, "output_tokens": 311, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b12f7ed10715796d927bbca1b9b0683d35ed6cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_8584421c757b52cb", + "api_calls": 0, + "input_tokens": 17115, + "cached_input_tokens": 12032, + "output_tokens": 311, + "total_tokens": 17426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11834.52, + "sql_execution_elapsed_ms_total": 43.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1552fc7c50445e7980907b5ae515ed1f0147719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:37.924853+00:00", + "ended_at": "2026-05-19T15:41:49.759407+00:00", + "elapsed_ms": 11834.52, + "prompt_metrics": { + "chars": 16911, + "bytes_utf8": 16919, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17115, + "cached_input_tokens": 12032, + "output_tokens": 311, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d7ac7d6e151d21ba03fbeb48d9b868faf693e5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=category_id, group_col_2=ratings_disabled.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "category_id", + "group_col_2": "ratings_disabled", + "predicate_col": "video_error_or_removed", + "predicate_op": "=", + "predicate_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e485521969dafd6df18fe9f1225fb1db1b2e3fdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-582c-72e1-8252-9852cf5f6a3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"category_id\\\", \\\"ratings_disabled\\\", COUNT(*) AS row_count\\nFROM \\\"c19\\\"\\nWHERE \\\"video_error_or_removed\\\" = 'True'\\nGROUP BY \\\"category_id\\\", \\\"ratings_disabled\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group_col=\\\"category_id\\\", group_col_2=\\\"ratings_disabled\\\", and predicate \\\"video_error_or_removed\\\" = 'True'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17115,"cached_input_tokens":12032,"output_tokens":311,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05d76c5ba97e4888777205c11cc37c5a8233902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"category_id\", \"ratings_disabled\", COUNT(*) AS row_count\nFROM \"c19\"\nWHERE \"video_error_or_removed\" = 'True'\nGROUP BY \"category_id\", \"ratings_disabled\"\nORDER BY row_count DESC;","notes":"Uses the provided filtered two-dimensional group count template with group_col=\"category_id\", group_col_2=\"ratings_disabled\", and predicate \"video_error_or_removed\" = 'True'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8584421c757b52cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86b1d571a10cc16ba9698c5b0ffd34fb00435b3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/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": "2026-05-19T16:07:24.237439+00:00", + "ended_at": "2026-05-19T16:07:27.396805+00:00", + "elapsed_ms": 3159.34, + "returncode": 1, + "prompt_metrics": { + "chars": 16663, + "bytes_utf8": 16671, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cda9436bff9ec91650f9685284c3dbc33254f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:28.398610+00:00", + "ended_at": "2026-05-19T16:07:31.304755+00:00", + "elapsed_ms": 2906.11, + "returncode": 1, + "prompt_metrics": { + "chars": 16663, + "bytes_utf8": 16671, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8e0f030f8cf6fe2dbb615a626365359835e09a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8e0f030f8cf6fe2dbb615a626365359835e09a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b33b6276ed2bebef486eeac95ee39651454a905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f04d-7492-9285-10b5fd4a7035"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b3369d227341cdb69573c808326bbc37e733462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f04d-7492-9285-10b5fd4a7035"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed569c8904f0338e0cee370688324297327a2bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0086-73b0-9d80-8e4ba273a851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..486880d19b28cb50c11e2947d06ce10cfb068fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0086-73b0-9d80-8e4ba273a851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8595bec4e171341f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b278c5aaf4c3b001f5ff4da0c4e03d70646fed3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:40.814474+00:00", + "ended_at": "2026-05-19T16:04:43.783382+00:00", + "elapsed_ms": 2968.88, + "returncode": 1, + "prompt_metrics": { + "chars": 16561, + "bytes_utf8": 16569, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5bc8daa93916941db1d34d8c6d3f2b361ea0270a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/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": "2026-05-19T16:04:44.785115+00:00", + "ended_at": "2026-05-19T16:04:47.550368+00:00", + "elapsed_ms": 2765.22, + "returncode": 1, + "prompt_metrics": { + "chars": 16561, + "bytes_utf8": 16569, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d416a904eda9c1a88b015c4457541573b99ef65b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d416a904eda9c1a88b015c4457541573b99ef65b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85de22d17e604250ba28d9ef001fb623dca03eeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71ec-7132-ac81-c5894f707bf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a744b15c96097dc4a682a45089538293a61c2a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71ec-7132-ac81-c5894f707bf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64c7a994f4bbdd975b1fb1f8b474ebde323ac195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8181-7e30-b6c7-22d8b4a0559d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..858e65c287a299e9c615accf44c4526c740774fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8181-7e30-b6c7-22d8b4a0559d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fec44846935bd0e50113a4632e3c99da80e2126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:04:40.778932+00:00", + "ended_at": "2026-05-19T16:04:47.551234+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_87cee1d2a40a271e", + "problem_id": "v2p_c19_6c147d28e5a98c30", + "dataset_id": "c19", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=category_id.", + "bindings": { + "group_col": "category_id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb940e807cbe8755a9c9c509153735410faa55fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_87cee1d2a40a271e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:43.784181+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": 2968.88, "started_at": "2026-05-19T16:04:40.814474+00:00", "ended_at": "2026-05-19T16:04:43.783382+00:00", "prompt_metrics": {"chars": 16561, "bytes_utf8": 16569, "lines": 286, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-71ec-7132-ac81-c5894f707bf9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6325b75cf8cb35672b4ee845d4565f5f4d0b2816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16920, "bytes_utf8": 16928, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17121, "cached_input_tokens": 15744, "output_tokens": 341, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5dec700caaa6643338602846b6013bce352bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_898700ccd2d6c656", + "api_calls": 0, + "input_tokens": 17121, + "cached_input_tokens": 15744, + "output_tokens": 341, + "total_tokens": 17462, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12216.36, + "sql_execution_elapsed_ms_total": 44.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adfd954e8b94d1c30fdbd08724924e18768a04a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:43.333500+00:00", + "ended_at": "2026-05-19T15:42:55.549891+00:00", + "elapsed_ms": 12216.36, + "prompt_metrics": { + "chars": 16920, + "bytes_utf8": 16928, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 903, + "bytes_utf8": 903, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 532, + "bytes_utf8": 532, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17121, + "cached_input_tokens": 15744, + "output_tokens": 341, + "reasoning_output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1194922f45201143fade32350dedfcdff8edf75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ratings_disabled, group_col_2=video_error_or_removed.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ratings_disabled", + "group_col_2": "video_error_or_removed", + "predicate_col": "views", + "predicate_op": ">=", + "predicate_value": 1823157.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4f5a598914ab1ecab6cb6a32b5a0a47e2c43154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-5776-74f3-ad11-04e07562ae9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ratings_disabled\\\", \\\"video_error_or_removed\\\", COUNT(*) AS row_count\\nFROM \\\"c19\\\"\\nWHERE CAST(\\\"views\\\" AS REAL) >= 1823157.0\\nGROUP BY \\\"ratings_disabled\\\", \\\"video_error_or_removed\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"ratings_disabled\\\", group_col_2=\\\"video_error_or_removed\\\", and predicate on \\\"views\\\". CAST was added because \\\"views\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17121,"cached_input_tokens":15744,"output_tokens":341,"reasoning_output_tokens":207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ad532ae852dbd791fd3d283808628ba38153575 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ratings_disabled\", \"video_error_or_removed\", COUNT(*) AS row_count\nFROM \"c19\"\nWHERE CAST(\"views\" AS REAL) >= 1823157.0\nGROUP BY \"ratings_disabled\", \"video_error_or_removed\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"ratings_disabled\", group_col_2=\"video_error_or_removed\", and predicate on \"views\". CAST was added because \"views\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_898700ccd2d6c656/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86b67815bae80782bb9f26d2c26d2beefbc1e634 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1605, "bytes_utf8": 1605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 12032, "output_tokens": 1029, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d0fb6daa6b678434b84943bf134dcfc1f47033e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_8b420cd18cf1003c", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 1029, + "total_tokens": 18088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17811.04, + "sql_execution_elapsed_ms_total": 190.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd4e27002cd78ce2d5077ce499f3547fca874472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:11.724618+00:00", + "ended_at": "2026-05-19T15:56:29.535687+00:00", + "elapsed_ms": 17811.04, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2170, + "bytes_utf8": 2170, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1605, + "bytes_utf8": 1605, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 1029, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a174dcff38aa800cc1b8c730b0caf6f83b6729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df3d4a92fb80475528256c9c7370064e0be22395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ad3e-7f32-8109-6f8494e87410"} +{"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 \\\"ratings_disabled\\\",\\n CAST(\\\"dislikes\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ratings_disabled\\\"\\n ORDER BY CAST(\\\"dislikes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ratings_disabled\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"ratings_disabled\\\" IS NOT NULL\\n AND \\\"dislikes\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"ratings_disabled\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(FLOOR(1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"low_rn\\\",\\n CAST(CEIL(1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"high_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n p.\\\"ratings_disabled\\\",\\n CASE\\n WHEN p.\\\"low_rn\\\" = p.\\\"high_rn\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"low_rn\\\" THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"low_rn\\\" THEN o.\\\"measure_value\\\" END) +\\n (p.\\\"pos\\\" - p.\\\"low_rn\\\") * (\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"high_rn\\\" THEN o.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"low_rn\\\" THEN o.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ordered\\\" AS o\\n ON o.\\\"ratings_disabled\\\" = p.\\\"ratings_disabled\\\"\\nGROUP BY p.\\\"ratings_disabled\\\", p.\\\"pos\\\", p.\\\"low_rn\\\", p.\\\"high_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates SQLite-incompatible PERCENTILE_CONT(0.9) for each \\\"ratings_disabled\\\" group using window functions and linear interpolation on CAST(\\\"dislikes\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":12032,"output_tokens":1029,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2569bbe35cf243c71cbda01bdf8f3bc46d7f0ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ratings_disabled\",\n CAST(\"dislikes\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ratings_disabled\"\n ORDER BY CAST(\"dislikes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ratings_disabled\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"ratings_disabled\" IS NOT NULL\n AND \"dislikes\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"ratings_disabled\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST(FLOOR(1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"low_rn\",\n CAST(CEIL(1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"high_rn\"\n FROM \"ordered\"\n)\nSELECT\n p.\"ratings_disabled\",\n CASE\n WHEN p.\"low_rn\" = p.\"high_rn\" THEN\n MAX(CASE WHEN o.\"rn\" = p.\"low_rn\" THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = p.\"low_rn\" THEN o.\"measure_value\" END) +\n (p.\"pos\" - p.\"low_rn\") * (\n MAX(CASE WHEN o.\"rn\" = p.\"high_rn\" THEN o.\"measure_value\" END) -\n MAX(CASE WHEN o.\"rn\" = p.\"low_rn\" THEN o.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ordered\" AS o\n ON o.\"ratings_disabled\" = p.\"ratings_disabled\"\nGROUP BY p.\"ratings_disabled\", p.\"pos\", p.\"low_rn\", p.\"high_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates SQLite-incompatible PERCENTILE_CONT(0.9) for each \"ratings_disabled\" group using window functions and linear interpolation on CAST(\"dislikes\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_8b420cd18cf1003c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e05a2b024c5b97cb18e26537ce1796e71c38b61f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16571, "bytes_utf8": 16579, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16571, "bytes_utf8": 16579, "lines": 286, "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": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17029, "cached_input_tokens": 12032, "output_tokens": 354, "reasoning_output_tokens": 257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8a337e4e52e37af3046313bdb1f70fc2de335d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_96802fab735200ce", + "api_calls": 0, + "input_tokens": 17029, + "cached_input_tokens": 12032, + "output_tokens": 354, + "total_tokens": 17383, + "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": 13486.63, + "sql_execution_elapsed_ms_total": 44.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..052cf7719cb61f45ec7b5f1dc1019ca2393128bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/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": "2026-05-19T16:03:36.999489+00:00", + "ended_at": "2026-05-19T16:03:39.886368+00:00", + "elapsed_ms": 2886.85, + "returncode": 1, + "prompt_metrics": { + "chars": 16571, + "bytes_utf8": 16579, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1558ca47ff2107db6429820d95c6bf81ba65cd24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/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": "2026-05-19T16:03:40.888567+00:00", + "ended_at": "2026-05-19T16:03:51.488383+00:00", + "elapsed_ms": 10599.78, + "prompt_metrics": { + "chars": 16571, + "bytes_utf8": 16579, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17029, + "cached_input_tokens": 12032, + "output_tokens": 354, + "reasoning_output_tokens": 257 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7af69bd14ae586a36c356bdd9f3ae1711898a27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7af69bd14ae586a36c356bdd9f3ae1711898a27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb5472c1e2b5a6009b91f7a1fb0ea47b4a85f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-78b4-70f2-9059-2ff51b02ac2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ca0982123b3edd938d1ae08e3c97e6dafae2c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-78b4-70f2-9059-2ff51b02ac2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f43a12a19695d5829ca9b8797864dd62658d827e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-87ef-71a2-b166-48eba7018940"} +{"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 \\\"comments_disabled\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY \\\"support\\\" ASC, \\\"comments_disabled\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with \\\"comments_disabled\\\" as the grouping column and a limit of 11 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17029,"cached_input_tokens":12032,"output_tokens":354,"reasoning_output_tokens":257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b276f69a94f3c20b61650a5b13acd33205cdd27e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"comments_disabled\",\n COUNT(*) AS \"support\"\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY \"support\" ASC, \"comments_disabled\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with \"comments_disabled\" as the grouping column and a limit of 11 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_96802fab735200ce/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..230ef6150a27212dcf7c149275679c14d72055dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16561, "bytes_utf8": 16569, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17033, "cached_input_tokens": 12032, "output_tokens": 225, "reasoning_output_tokens": 135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7e27487f4da7bc0146a130afce5a4856abf7005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_9db951523360b7b7", + "api_calls": 0, + "input_tokens": 17033, + "cached_input_tokens": 12032, + "output_tokens": 225, + "total_tokens": 17258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7177.32, + "sql_execution_elapsed_ms_total": 44.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6494cd81555683dd2a6c4dbf9b0bd368bc86de7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:16.559130+00:00", + "ended_at": "2026-05-19T16:03:23.736477+00:00", + "elapsed_ms": 7177.32, + "prompt_metrics": { + "chars": 16561, + "bytes_utf8": 16569, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 680, + "bytes_utf8": 680, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 327, + "bytes_utf8": 327, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17033, + "cached_input_tokens": 12032, + "output_tokens": 225, + "reasoning_output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4901a60e45760b832f32d963835d7ae8afb04306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8595bcf1d33d6699c33b9aadb9929de2089393ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-28e3-7171-8beb-e3b5125d4f51"} +{"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 \\\"category_id\\\",\\n COUNT(*) AS support\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY support ASC, \\\"category_id\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"category_id\\\" and returns the 10 least-supported categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17033,"cached_input_tokens":12032,"output_tokens":225,"reasoning_output_tokens":135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..513dacc4faad78ef884822722c04a3b831f531b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"category_id\",\n COUNT(*) AS support\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY support ASC, \"category_id\"\nLIMIT 10;","notes":"Applies the Low-Support Group Count template to \"category_id\" and returns the 10 least-supported categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9db951523360b7b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a17a5e6c37f2b453e43f016cb41377280cbc973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/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": "2026-05-19T16:07:57.773321+00:00", + "ended_at": "2026-05-19T16:08:01.292704+00:00", + "elapsed_ms": 3519.35, + "returncode": 1, + "prompt_metrics": { + "chars": 16687, + "bytes_utf8": 16695, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d92adea39fbf73095fe56acf05f165d1793fa1e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/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": "2026-05-19T16:08:02.295421+00:00", + "ended_at": "2026-05-19T16:08:05.353081+00:00", + "elapsed_ms": 3057.63, + "returncode": 1, + "prompt_metrics": { + "chars": 16687, + "bytes_utf8": 16695, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..362822b0cdc5c6d210b0e65796189c2602b478a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..362822b0cdc5c6d210b0e65796189c2602b478a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d3394255163967ecc3133594b912a002f48c7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7342-75c3-b893-9485071adec5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..456b4b43eb0bfa786495bc1d267817ee41aa1664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7342-75c3-b893-9485071adec5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6cf3dd946737d6063b3135d065bfe0bf44f4bb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-84ed-7303-8caf-6d7a798a7816"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e302b73b9cba5f310e9754a52a43899d9f6658f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-84ed-7303-8caf-6d7a798a7816"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9e670a4ef11dd413/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d09b2e3c7f85ae534e4271078d804d33ef2c7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/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": "2026-05-19T16:06:05.641844+00:00", + "ended_at": "2026-05-19T16:06:09.195799+00:00", + "elapsed_ms": 3553.92, + "returncode": 1, + "prompt_metrics": { + "chars": 16657, + "bytes_utf8": 16665, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12a4f31d5192606f294a30ea0e635207369f0515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/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": "2026-05-19T16:06:10.198797+00:00", + "ended_at": "2026-05-19T16:06:13.743427+00:00", + "elapsed_ms": 3544.57, + "returncode": 1, + "prompt_metrics": { + "chars": 16657, + "bytes_utf8": 16665, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38628008579512f44a63c3305d860a270bdc38fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38628008579512f44a63c3305d860a270bdc38fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd3a759e9c43f7d95a3282d631b26de24ef074f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bd3c-7dc1-bd79-e031394c10ef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11bebf413f876e954aafe939fbd4c6bbc48f451 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bd3c-7dc1-bd79-e031394c10ef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..069e5b6579a6221ccf1e2fdbd3f47662fa5a7a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-cf26-7cf3-bb0b-5917e7faf2e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d86d1d16af4e36d209b99056c94a9fbabb10b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-cf26-7cf3-bb0b-5917e7faf2e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9ede1086375e3b22/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ea2cb377aa0cec0f6e6a6b9304db662307970b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17133, "bytes_utf8": 17141, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 655, "bytes_utf8": 655, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17155, "cached_input_tokens": 16768, "output_tokens": 471, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f29f3be2815350febfb62a27135b2bb24c4c4e09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_9f4a5b7613c30ec7", + "api_calls": 0, + "input_tokens": 17155, + "cached_input_tokens": 16768, + "output_tokens": 471, + "total_tokens": 17626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15890.03, + "sql_execution_elapsed_ms_total": 64.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f9fbb4450c7a5104977d24bf55c472315ce5baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:45.580614+00:00", + "ended_at": "2026-05-19T15:48:01.470690+00:00", + "elapsed_ms": 15890.03, + "prompt_metrics": { + "chars": 17133, + "bytes_utf8": 17141, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1359, + "bytes_utf8": 1359, + "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": 655, + "bytes_utf8": 655, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17155, + "cached_input_tokens": 16768, + "output_tokens": 471, + "reasoning_output_tokens": 305 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..084357f4a2ace199700da76cd77f2a325718abfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dcad893cd9f3b3e6ae4557f3e669ced4f9178ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-f499-7f81-815d-fdc35fdf3d3e"} +{"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 1991333, Requested 17790. Please try again in 273ms. 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 \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"comments_disabled\\\", 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 provided Relative-to-Total Extreme Threshold template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". \\\"likes\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17155,"cached_input_tokens":16768,"output_tokens":471,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a278583ff53e360f1b2cfde57094def9e13c350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"comments_disabled\", SUM(CAST(\"likes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"comments_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"comments_disabled\", 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 provided Relative-to-Total Extreme Threshold template with group_col=\"comments_disabled\" and measure_col=\"likes\". \"likes\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_9f4a5b7613c30ec7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10b38b1b749ab3552a49efb565794d7228788aaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16734, "bytes_utf8": 16742, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 15744, "output_tokens": 445, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79fc4c82d0fb144f26f97ff32e367da5462f3c83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_a099fa8f7d88a7bc", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 445, + "total_tokens": 17519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10201.66, + "sql_execution_elapsed_ms_total": 96.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9099e58ffd252cc46332dfd9d56dcaee4dce80dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:54.911103+00:00", + "ended_at": "2026-05-19T15:45:05.112799+00:00", + "elapsed_ms": 10201.66, + "prompt_metrics": { + "chars": 16734, + "bytes_utf8": 16742, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 865, + "bytes_utf8": 865, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 445, + "reasoning_output_tokens": 305 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..207b269914590843ab774da426aefd6e0aa9c313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dislikes.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2906631f06adcbc0511e8b83450e7d65d9537964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-59a0-7d81-aa22-ff2fdeadb645"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"dislikes\\\" AS INTEGER) AS \\\"dislikes\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"dislikes\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c19\\\"\\n)\\nSELECT \\\"dislikes\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"dislikes\\\" DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"dislikes\\\" and num_tiles=10. Cast \\\"dislikes\\\" to INTEGER because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":15744,"output_tokens":445,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eb1b189ca2c59dd31b89d02f4eaa5ddafaca3bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"dislikes\" AS INTEGER) AS \"dislikes\",\n NTILE(10) OVER (ORDER BY CAST(\"dislikes\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c19\"\n)\nSELECT \"dislikes\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"dislikes\" DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"dislikes\" and num_tiles=10. Cast \"dislikes\" to INTEGER because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a099fa8f7d88a7bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c837893a5cac139172571bfeffab86daeca04236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16745, "bytes_utf8": 16753, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16745, "bytes_utf8": 16753, "lines": 288, "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": 1882, "bytes_utf8": 1882, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 1104, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b21f062ced55bfefb4c220876bccf8d82355ba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_a0b7c15cbfd0a163", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 1104, + "total_tokens": 18162, + "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": 21817.99, + "sql_execution_elapsed_ms_total": 186.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f140ef65bcbe0e71f5906bd58784d59d135a175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:21.523526+00:00", + "ended_at": "2026-05-19T15:53:24.464200+00:00", + "elapsed_ms": 2940.65, + "returncode": 1, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3945fd3a0de0146849b6265801fee7b47936a877 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:25.466954+00:00", + "ended_at": "2026-05-19T15:53:44.344335+00:00", + "elapsed_ms": 18877.34, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2504, + "bytes_utf8": 2504, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1882, + "bytes_utf8": 1882, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 1104, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e918a823bfb1ac8095dfba88634c9c2e40ebff4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e918a823bfb1ac8095dfba88634c9c2e40ebff4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..583624a459b7aee9ff6aa2fcfca044ffc3b31af8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1491-7e72-874a-e011e4cd0064"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..912b93121f68b662aba56c19f72c5390c1892354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1491-7e72-874a-e011e4cd0064"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb1f3ece83e95012b513354f6b816b8c7d0a1584 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-23d2-79d3-9f0f-dc78e4323f47"} +{"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 \\\"category_id\\\",\\n CAST(\\\"views\\\" AS REAL) AS \\\"views_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"category_id\\\"\\n ORDER BY CAST(\\\"views\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"category_id\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"views\\\" IS NOT NULL\\n AND TRIM(\\\"views\\\") <> ''\\n AND \\\"category_id\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n CAST(FLOOR(1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(CEIL(1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"category_id\\\", \\\"cnt\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n r.\\\"category_id\\\",\\n b.\\\"target_rank\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"views_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN r.\\\"views_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"ranked\\\" AS r\\n JOIN \\\"bounds\\\" AS b\\n ON r.\\\"category_id\\\" = b.\\\"category_id\\\"\\n GROUP BY\\n r.\\\"category_id\\\",\\n b.\\\"target_rank\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"category_id\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_rank\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile template: computes the 95th percentile of \\\"views\\\" within each \\\"category_id\\\" using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. \\\"views\\\" is cast from TEXT to REAL before ordering and calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":1104,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bcdc10bd3604c34e89e4ba204e089a099722737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"category_id\",\n CAST(\"views\" AS REAL) AS \"views_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"category_id\"\n ORDER BY CAST(\"views\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"category_id\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE \"views\" IS NOT NULL\n AND TRIM(\"views\") <> ''\n AND \"category_id\" IS NOT NULL\n),\n\"bounds\" AS (\n SELECT\n \"category_id\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_rank\",\n CAST(FLOOR(1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST(CEIL(1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"upper_rn\"\n FROM \"ranked\"\n GROUP BY \"category_id\", \"cnt\"\n),\n\"picked\" AS (\n SELECT\n r.\"category_id\",\n b.\"target_rank\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"views_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = b.\"upper_rn\" THEN r.\"views_value\" END) AS \"upper_value\"\n FROM \"ranked\" AS r\n JOIN \"bounds\" AS b\n ON r.\"category_id\" = b.\"category_id\"\n GROUP BY\n r.\"category_id\",\n b.\"target_rank\",\n b.\"lower_rn\",\n b.\"upper_rn\"\n)\nSELECT\n \"category_id\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_rank\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible rewrite of the grouped percentile template: computes the 95th percentile of \"views\" within each \"category_id\" using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. \"views\" is cast from TEXT to REAL before ordering and calculation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a0b7c15cbfd0a163/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d8f05d000a0cf68f51281cb5f299b1286862fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16986, "bytes_utf8": 16994, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17137, "cached_input_tokens": 15744, "output_tokens": 676, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02606edc2306384486fc784783405697382da283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_a63a2d80f95e7f60", + "api_calls": 0, + "input_tokens": 17137, + "cached_input_tokens": 15744, + "output_tokens": 676, + "total_tokens": 17813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15934.77, + "sql_execution_elapsed_ms_total": 185.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3047e55a2775c124893d3784d049f36d419be75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:58.666115+00:00", + "ended_at": "2026-05-19T15:37:14.600908+00:00", + "elapsed_ms": 15934.77, + "prompt_metrics": { + "chars": 16986, + "bytes_utf8": 16994, + "lines": 290, + "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": 589, + "bytes_utf8": 589, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17137, + "cached_input_tokens": 15744, + "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_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fd16d90a68bafc1fc8eec5c0e322907adc8e86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "item_col": "views", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79f17d919e88efe9a01f26f356fd4de59b7634d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-1532-7dd3-8ec3-fce3b8c0978c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"comments_disabled\\\",\\n \\\"views\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"likes\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"likes\\\" AS REAL))) OVER (PARTITION BY \\\"comments_disabled\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\", \\\"views\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"comments_disabled\\\", item_col=\\\"views\\\", and measure_col=\\\"likes\\\". \\\"likes\\\" is cast to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17137,"cached_input_tokens":15744,"output_tokens":676,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b62634844aeaf25e132d171937ec613bd50e726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"comments_disabled\",\n \"views\",\n SUM(CAST(\"likes\" AS REAL)) AS total_measure,\n SUM(CAST(\"likes\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"likes\" AS REAL))) OVER (PARTITION BY \"comments_disabled\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"comments_disabled\", \"views\"\nORDER BY share_within_group DESC;","notes":"Uses the planned template with group_col=\"comments_disabled\", item_col=\"views\", and measure_col=\"likes\". \"likes\" is cast to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a63a2d80f95e7f60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c43480f4b7bb650df311f9e9a0a2f6d5ff8fed4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/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": "2026-05-19T16:04:33.315314+00:00", + "ended_at": "2026-05-19T16:04:36.578178+00:00", + "elapsed_ms": 3262.84, + "returncode": 1, + "prompt_metrics": { + "chars": 16582, + "bytes_utf8": 16590, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b638f8bcc95857aa4b58e5b74d10e5dd6c7243ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/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": "2026-05-19T16:04:37.580459+00:00", + "ended_at": "2026-05-19T16:04:40.777700+00:00", + "elapsed_ms": 3197.2, + "returncode": 1, + "prompt_metrics": { + "chars": 16582, + "bytes_utf8": 16590, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ed983a906ceb24ae19f7a78c00002709898280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=video_error_or_removed.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "video_error_or_removed", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ed983a906ceb24ae19f7a78c00002709898280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=video_error_or_removed.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "video_error_or_removed", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4ad1230d5bc5eed0c5ff2bcd8d1ebc25a6ff67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-54a5-7be2-87ac-00ec15fd446e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..144e2c3088ee56d09ec257d45b59747ab461fa8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6553-7c03-a731-8a37c9007772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_a8d1ca39c258000a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64adad7f0368b4c798dc45df7f3d4e7ed6fd7af7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16728, "bytes_utf8": 16736, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17072, "cached_input_tokens": 15744, "output_tokens": 513, "reasoning_output_tokens": 353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2218e4a790317b2bdf098450e0edd6c78127790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_aaeec7410fe400e7", + "api_calls": 0, + "input_tokens": 17072, + "cached_input_tokens": 15744, + "output_tokens": 513, + "total_tokens": 17585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12760.43, + "sql_execution_elapsed_ms_total": 102.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52f323a8aaaec57bfb6fbbfc4a7750ed7c2c7f9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:34.887260+00:00", + "ended_at": "2026-05-19T15:43:47.647724+00:00", + "elapsed_ms": 12760.43, + "prompt_metrics": { + "chars": 16728, + "bytes_utf8": 16736, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 940, + "bytes_utf8": 940, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 555, + "bytes_utf8": 555, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17072, + "cached_input_tokens": 15744, + "output_tokens": 513, + "reasoning_output_tokens": 353 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5300329a1bb4686adec70cb13ced572f464d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=likes.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f7c78750b9e74303c50d30ba4984ef922309e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-2114-76c1-a131-1509add99806"} +{"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 \\\"likes\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"likes\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"likes\\\" IS NOT NULL\\n)\\nSELECT \\\"likes\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"likes\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"likes\\\" and num_tiles fixed at 10. CAST(\\\"likes\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17072,"cached_input_tokens":15744,"output_tokens":513,"reasoning_output_tokens":353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfadd1926b07d5f3b7981cd26aaaf77f72563e99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"likes\",\n NTILE(10) OVER (ORDER BY CAST(\"likes\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"c19\"\n WHERE \"likes\" IS NOT NULL\n)\nSELECT \"likes\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"likes\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"likes\" and num_tiles fixed at 10. CAST(\"likes\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_aaeec7410fe400e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc6e73ce387edcc633d7df585b2e8934dd591285 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16853, "bytes_utf8": 16861, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17083, "cached_input_tokens": 15744, "output_tokens": 343, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbdc1a8956cc116a800ee1503fd55030dc900ae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_b46e7ae33f6235cb", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 343, + "total_tokens": 17426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9064.18, + "sql_execution_elapsed_ms_total": 53.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c2bc94678b0f95af89465a81b3e01d255fc2269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:42.240603+00:00", + "ended_at": "2026-05-19T15:59:51.304820+00:00", + "elapsed_ms": 9064.18, + "prompt_metrics": { + "chars": 16853, + "bytes_utf8": 16861, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 914, + "bytes_utf8": 914, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 563, + "bytes_utf8": 563, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 343, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23476e4754e3182476acb47be068e86b9647d076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "True", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa2eb51c7791d973d6682be8de42e252cd2e6c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-e3bc-76d1-a8c3-50191a71da8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"comments_disabled\\\",\\n AVG(CASE WHEN \\\"comments_disabled\\\" = 'True' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \\\"comments_disabled\\\" and condition_value bound to the TEXT literal 'True'. Because the grouping column and condition column are the same, the resulting rate is deterministic within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17083,"cached_input_tokens":15744,"output_tokens":343,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b534a19e7331e5005cf46814d63b59545ddefe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"comments_disabled\",\n AVG(CASE WHEN \"comments_disabled\" = 'True' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \"comments_disabled\" and condition_value bound to the TEXT literal 'True'. Because the grouping column and condition column are the same, the resulting rate is deterministic within each group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b46e7ae33f6235cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9d99a4dc54ac80cd974fdc728360a73433387f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17120, "bytes_utf8": 17128, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17156, "cached_input_tokens": 15744, "output_tokens": 658, "reasoning_output_tokens": 456}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8b91ee192b1853c461d9a667857929d7a2d951b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_b57aaf60e553884b", + "api_calls": 0, + "input_tokens": 17156, + "cached_input_tokens": 15744, + "output_tokens": 658, + "total_tokens": 17814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12749.79, + "sql_execution_elapsed_ms_total": 50.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b94c82b11aa6d1e3bc0185682887c900c34a8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:57.883722+00:00", + "ended_at": "2026-05-19T15:49:10.633544+00:00", + "elapsed_ms": 12749.79, + "prompt_metrics": { + "chars": 17120, + "bytes_utf8": 17128, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1152, + "bytes_utf8": 1152, + "lines": 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": 17156, + "cached_input_tokens": 15744, + "output_tokens": 658, + "reasoning_output_tokens": 456 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b1627883439e5ca903c63a0d752e4a025f34cad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbbba29a353a4867ef9fb0c96cd3a1b027cbca50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-0eb3-7e63-80e2-97366353fac2"} +{"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 \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c19\\\"\\n GROUP BY \\\"category_id\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"category_id\\\", \\\"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=\\\"category_id\\\" and measure_col=\\\"views\\\", casting \\\"views\\\" from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17156,"cached_input_tokens":15744,"output_tokens":658,"reasoning_output_tokens":456}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0faf9d4b917331dce12fb51517d340133819fbc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"category_id\", SUM(CAST(\"views\" AS REAL)) AS \"group_value\"\n FROM \"c19\"\n GROUP BY \"category_id\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"category_id\", \"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=\"category_id\" and measure_col=\"views\", casting \"views\" from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b57aaf60e553884b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b1541c65878523945e27691cb3b9c6887d8f693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16575, "bytes_utf8": 16583, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17019, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 201}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d1edba6c7d771c6fdb2e2f52fb9b53b79e7b0ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_bb912039a5e61ec9", + "api_calls": 0, + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 299, + "total_tokens": 17318, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8372.32, + "sql_execution_elapsed_ms_total": 58.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b08d70b08fedc97aae1056ddbc313e903df36a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:42.216784+00:00", + "ended_at": "2026-05-19T15:28:50.589143+00:00", + "elapsed_ms": 8372.32, + "prompt_metrics": { + "chars": 16575, + "bytes_utf8": 16583, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 299, + "reasoning_output_tokens": 201 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ffac2b88ce2df14fc7ce67db7995324b79c4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c89b6b03be1d1a33002a4e99b7a7279083fcf45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-81f5-7653-84ea-a6ad14074a0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". Cast \\\"likes\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17019,"cached_input_tokens":12032,"output_tokens":299,"reasoning_output_tokens":201}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00716ed99d9dc1514c4424f874fee06d8ca2f145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"comments_disabled\", SUM(CAST(\"likes\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"comments_disabled\" and measure_col=\"likes\". Cast \"likes\" to NUMERIC because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bb912039a5e61ec9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99cbfb17d544d431fa556fdd4efec1a94629b2cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16600, "bytes_utf8": 16608, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17025, "cached_input_tokens": 12032, "output_tokens": 515, "reasoning_output_tokens": 400}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9b744b0152f3bb8cd89c5350fc4ba7968e2d6b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_bc1115c25da9f2d5", + "api_calls": 0, + "input_tokens": 17025, + "cached_input_tokens": 12032, + "output_tokens": 515, + "total_tokens": 17540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12198.21, + "sql_execution_elapsed_ms_total": 53.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4db54098146fcec86cbabca6e73c49d95268f842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:19.320273+00:00", + "ended_at": "2026-05-19T15:29:31.518510+00:00", + "elapsed_ms": 12198.21, + "prompt_metrics": { + "chars": 16600, + "bytes_utf8": 16608, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 813, + "bytes_utf8": 813, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17025, + "cached_input_tokens": 12032, + "output_tokens": 515, + "reasoning_output_tokens": 400 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0010adfd2507656e2225e012ad87a48749ad630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd8308bd5e6f4f5416d4746c1801db211103eba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-12fb-75e2-b674-6e7181f5110f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"video_error_or_removed\\\",\\n SUM(CAST(\\\"comment_count\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". CAST was added because \\\"comment_count\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17025,"cached_input_tokens":12032,"output_tokens":515,"reasoning_output_tokens":400}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2f3ba17a8f3653093edcb6d31539fd4e091c7db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"video_error_or_removed\",\n SUM(CAST(\"comment_count\" AS INTEGER)) AS \"total_measure\"\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped numeric sum template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". CAST was added because \"comment_count\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bc1115c25da9f2d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c93dc4109a2eedb227496f1327e210c56226a147 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16575, "bytes_utf8": 16583, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17019, "cached_input_tokens": 12032, "output_tokens": 237, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b574d5a612308772c89e97408bdbb3ec7c03fc3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_bf6ef46671a26de6", + "api_calls": 0, + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 237, + "total_tokens": 17256, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13199.54, + "sql_execution_elapsed_ms_total": 48.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..666173b5ba7b6ef95c71bb5101d44ad868281a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:53.542794+00:00", + "ended_at": "2026-05-19T15:31:06.742375+00:00", + "elapsed_ms": 13199.54, + "prompt_metrics": { + "chars": 16575, + "bytes_utf8": 16583, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1073, + "bytes_utf8": 1073, + "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": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 237, + "reasoning_output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ee2139678ee4fed3a7d10cf72b4691ea7f3a0ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d56f6f4a2aac59506a5dba0f8bb77ea20b66320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-82ea-7862-a4a4-8a331c15583f"} +{"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 1998224, Requested 17654. Please try again in 476ms. 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 \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to NUMERIC for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17019,"cached_input_tokens":12032,"output_tokens":237,"reasoning_output_tokens":140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d4a807acc34684e6aa63457f25cb228b2f1abca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"comments_disabled\", SUM(CAST(\"likes\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY total_measure DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"comments_disabled\" and measure_col=\"likes\". Cast \"likes\" from TEXT to NUMERIC for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_bf6ef46671a26de6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2a745b2d2f258d9dd16f3a497f9702eae83161c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:48.308956+00:00", + "ended_at": "2026-05-19T16:00:51.443589+00:00", + "elapsed_ms": 3134.61, + "returncode": 1, + "prompt_metrics": { + "chars": 16847, + "bytes_utf8": 16855, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a688bf685e5226aba9db213bd253e361ec09636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:52.446133+00:00", + "ended_at": "2026-05-19T16:00:55.308952+00:00", + "elapsed_ms": 2862.77, + "returncode": 1, + "prompt_metrics": { + "chars": 16847, + "bytes_utf8": 16855, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b264c17c13fd56e727edd91f80a09062229080 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b264c17c13fd56e727edd91f80a09062229080 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9de3d9b44a8bfb22e6a9882f9fbca00328e424b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e5e2-79e3-8533-94676dc6358a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16503c54cf5ff1a3b18d7818dcdbd26ac4cdc359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e5e2-79e3-8533-94676dc6358a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74006f3044aa6f6eeaecb298d11b58694097680e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f5d8-7c10-b255-108df9320962"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e5ef1250082f7087e5d56154458986b08554a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f5d8-7c10-b255-108df9320962"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c0155f10b3037e57/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38f24dc6c046ee96926c81301bc56c16f42d5598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17133, "bytes_utf8": 17141, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17155, "cached_input_tokens": 15744, "output_tokens": 513, "reasoning_output_tokens": 346}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4926c4a7913c5ccf6c5edc452daad035f74d89a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_c1d6a2fd7566702e", + "api_calls": 0, + "input_tokens": 17155, + "cached_input_tokens": 15744, + "output_tokens": 513, + "total_tokens": 17668, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10141.16, + "sql_execution_elapsed_ms_total": 48.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..073d395547b8eea6b6f5ae8d0852a63fe1e8823e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:56.167176+00:00", + "ended_at": "2026-05-19T15:46:06.308368+00:00", + "elapsed_ms": 10141.16, + "prompt_metrics": { + "chars": 17133, + "bytes_utf8": 17141, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1042, + "bytes_utf8": 1042, + "lines": 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": 17155, + "cached_input_tokens": 15744, + "output_tokens": 513, + "reasoning_output_tokens": 346 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9628440aa93f3aba52f8b804680311fd6623d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af18413ebe1204954ebbb24156ac8cc7fb7893f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-48eb-7bb2-b0d3-833fcd2151ce"} +{"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 \\\"comments_disabled\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"comments_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided relative-to-total threshold template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17155,"cached_input_tokens":15744,"output_tokens":513,"reasoning_output_tokens":346}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59384f255aae3191068dddcec25dd99c8f36fa2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"comments_disabled\",\n SUM(CAST(\"likes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"comments_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"comments_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided relative-to-total threshold template with group_col=\"comments_disabled\" and measure_col=\"likes\". Cast \"likes\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c1d6a2fd7566702e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93faf325650d9da442afb97bfc2cb37ecaa6bcb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17133, "bytes_utf8": 17141, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 17157, "cached_input_tokens": 15744, "output_tokens": 321, "reasoning_output_tokens": 159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca83eb7d9ad0716bce69523a3f2300b7f5ab7e49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_c2de2744c2ff1d5e", + "api_calls": 0, + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 321, + "total_tokens": 17478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16328.13, + "sql_execution_elapsed_ms_total": 53.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1fce7a499cff6ab24b9a63bde8835c923fa2c5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:01.583817+00:00", + "ended_at": "2026-05-19T15:48:17.911987+00:00", + "elapsed_ms": 16328.13, + "prompt_metrics": { + "chars": 17133, + "bytes_utf8": 17141, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1328, + "bytes_utf8": 1328, + "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": 624, + "bytes_utf8": 624, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 321, + "reasoning_output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f0bc4c8e81c690d880fac1310207d3bc5268f93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4adcdc17f3f83866945493c326140fceeaa723d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-3329-7681-bbbe-2b947957bd09"} +{"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 17792. Please try again in 533ms. 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 \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ratings_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". Cast \\\"dislikes\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17157,"cached_input_tokens":15744,"output_tokens":321,"reasoning_output_tokens":159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c78a52c8d85cdf9c673615388e6ebc851866a475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ratings_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the requested template with group_col=\"ratings_disabled\" and measure_col=\"dislikes\". Cast \"dislikes\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c2de2744c2ff1d5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..668e0e0afd3b80e6c37c314116a18931b505eb4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17412, "bytes_utf8": 17420, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 824, "bytes_utf8": 824, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17230, "cached_input_tokens": 16768, "output_tokens": 708, "reasoning_output_tokens": 501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a354fe99397c309701af894642dc58f90b88ab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_cddbf4ae2cb8b6c0", + "api_calls": 0, + "input_tokens": 17230, + "cached_input_tokens": 16768, + "output_tokens": 708, + "total_tokens": 17938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14291.98, + "sql_execution_elapsed_ms_total": 49.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2643423d3743e02f528ea26a92902f13d02ce6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:44.167712+00:00", + "ended_at": "2026-05-19T15:40:58.459718+00:00", + "elapsed_ms": 14291.98, + "prompt_metrics": { + "chars": 17412, + "bytes_utf8": 17420, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1193, + "bytes_utf8": 1193, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17230, + "cached_input_tokens": 16768, + "output_tokens": 708, + "reasoning_output_tokens": 501 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..018b44c12f914cf2e686113151ac253f40718ab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ratings_disabled, condition_col=ratings_disabled.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ratings_disabled", + "condition_col": "ratings_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d08e5383cc1796536a8880541276c2e9fdbef3a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-8624-78d3-9b59-d9be2e32c245"} +{"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 \\\"ratings_disabled\\\",\\n SUM(CASE WHEN \\\"ratings_disabled\\\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ratings_disabled\\\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n)\\nSELECT \\\"ratings_disabled\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with group_col=\\\"ratings_disabled\\\" and condition_col=\\\"ratings_disabled\\\" exactly as bound. This is a degenerate self-contrast: the 'False' group will have a NULL ratio because its denominator is zero, and the 'True' group will have ratio 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17230,"cached_input_tokens":16768,"output_tokens":708,"reasoning_output_tokens":501}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69f7ade777c9d7198bc4e0feb322cd2cc9897bdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"ratings_disabled\",\n SUM(CASE WHEN \"ratings_disabled\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ratings_disabled\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n)\nSELECT \"ratings_disabled\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template with group_col=\"ratings_disabled\" and condition_col=\"ratings_disabled\" exactly as bound. This is a degenerate self-contrast: the 'False' group will have a NULL ratio because its denominator is zero, and the 'True' group will have ratio 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cddbf4ae2cb8b6c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04cce2529ed6e69f494b0d0861c6e8ee0f76e0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:35.117718+00:00", + "ended_at": "2026-05-19T15:59:38.086768+00:00", + "elapsed_ms": 2969.02, + "returncode": 1, + "prompt_metrics": { + "chars": 16847, + "bytes_utf8": 16855, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f26d2eee81bc759c6ab60ead23ec589ed36d5e46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:39.089274+00:00", + "ended_at": "2026-05-19T15:59:42.208117+00:00", + "elapsed_ms": 3118.8, + "returncode": 1, + "prompt_metrics": { + "chars": 16847, + "bytes_utf8": 16855, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5d3802b025f64551e4c2fe2c5d219ab448ea783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5d3802b025f64551e4c2fe2c5d219ab448ea783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5f5db83c59af78e3968d507cea2ecd35b72aeba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-c7c8-7220-a672-f9a38ca08c09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52acb1dba9f20a2f043f69f6671325f46c930d8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-c7c8-7220-a672-f9a38ca08c09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bb2f2681df1af4dd9d4603d38aa85c9b718437e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-d739-7cb3-bb0c-16ced873f7c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..521ff2663498096c5a75b9ca90ea05a83fcbd389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-d739-7cb3-bb0c-16ced873f7c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_cf52563512ce42a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcae2f431374a2448c4759c6f524682e1b2ced6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16566, "bytes_utf8": 16574, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 4480, "output_tokens": 324, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a7be1c9ab995e57298aea0dc7e0b88a42ad7c82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d08c54697414301e", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 4480, + "output_tokens": 324, + "total_tokens": 17344, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8843.17, + "sql_execution_elapsed_ms_total": 47.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ce1d577c2af94d1d3ff77c54832bf8c06bc099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:20.122470+00:00", + "ended_at": "2026-05-19T15:28:28.965687+00:00", + "elapsed_ms": 8843.17, + "prompt_metrics": { + "chars": 16566, + "bytes_utf8": 16574, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 4480, + "output_tokens": 324, + "reasoning_output_tokens": 230 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67c9e8c1054150ca4be4f48ae03b8777c5bcf0b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c80da62acc1e120ff6be5b11649e96172874c0fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2b98-74d0-be36-263c7c6f812c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the grouped numeric sum template with group_col=category_id and measure_col=views. CAST is applied because \\\"views\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":4480,"output_tokens":324,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e03cc609a9bd3c9e023f4c40aeb735d14f0f15c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"category_id\", SUM(CAST(\"views\" AS REAL)) AS total_measure\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY total_measure DESC;","notes":"Uses the grouped numeric sum template with group_col=category_id and measure_col=views. CAST is applied because \"views\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d08c54697414301e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..440225e4362c67629731eee877ed0e6f1f10e2ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17157, "bytes_utf8": 17165, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17161, "cached_input_tokens": 15744, "output_tokens": 442, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0260ea84971e913e33f8bf5f70ceebd9903b0bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d0dce6a301daf44e", + "api_calls": 0, + "input_tokens": 17161, + "cached_input_tokens": 15744, + "output_tokens": 442, + "total_tokens": 17603, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13658.49, + "sql_execution_elapsed_ms_total": 50.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ca0b27743c52d3e51a70fad42ac3be4cd13229a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:46.112526+00:00", + "ended_at": "2026-05-19T15:46:59.771062+00:00", + "elapsed_ms": 13658.49, + "prompt_metrics": { + "chars": 17157, + "bytes_utf8": 17165, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1035, + "bytes_utf8": 1035, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17161, + "cached_input_tokens": 15744, + "output_tokens": 442, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45e2e857b8bc791740c96e8a606ccb31b4f8cacc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02236f73dd90fe18ddd8e3fa211bd15a7550118d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-0c68-7562-b288-4cb416dc4734"} +{"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 \\\"video_error_or_removed\\\", SUM(CAST(\\\"comment_count\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"video_error_or_removed\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"video_error_or_removed\\\", 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 required template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". \\\"comment_count\\\" is cast from TEXT to REAL for SQLite-safe aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17161,"cached_input_tokens":15744,"output_tokens":442,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a257f4a7b1d37b410d27ccc9ed557fa744ce8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"video_error_or_removed\", SUM(CAST(\"comment_count\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"video_error_or_removed\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"video_error_or_removed\", 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 required template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". \"comment_count\" is cast from TEXT to REAL for SQLite-safe aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d0dce6a301daf44e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae80bd1f2edbe608429162577d40c0f312d3f19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16743, "bytes_utf8": 16751, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 12032, "output_tokens": 450, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1c6b3f5680d42d7b3d6c487fbc2faf2ac2467078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d255c1ec2b3e7a41", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 450, + "total_tokens": 17524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9142.06, + "sql_execution_elapsed_ms_total": 83.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f30d576b7e0930d6c3b3d1a6201355140d9bdc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:10.209620+00:00", + "ended_at": "2026-05-19T15:44:19.351711+00:00", + "elapsed_ms": 9142.06, + "prompt_metrics": { + "chars": 16743, + "bytes_utf8": 16751, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 935, + "bytes_utf8": 935, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 552, + "bytes_utf8": 552, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 450, + "reasoning_output_tokens": 300 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa8ebbd57a32ca8e124e2c81cf57fd37996d10f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=comment_count.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..470ec15e44410ece90d8cb25f154bc23a0b09839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-aae3-7012-afac-f969aa24ef0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"comment_count\\\" AS INTEGER) AS \\\"comment_count\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"comment_count\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c19\\\"\\n)\\nSELECT \\\"comment_count\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"comment_count\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"comment_count\\\" and num_tiles=10. Cast \\\"comment_count\\\" to INTEGER because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":12032,"output_tokens":450,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce33a27e9fa8c4c199fb0f13a45a58f697110ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"comment_count\" AS INTEGER) AS \"comment_count\",\n NTILE(10) OVER (ORDER BY CAST(\"comment_count\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c19\"\n)\nSELECT \"comment_count\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"comment_count\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"comment_count\" and num_tiles=10. Cast \"comment_count\" to INTEGER because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d255c1ec2b3e7a41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e7815292d194c84ad400604e79906cd732394fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/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": "2026-05-19T16:07:09.664869+00:00", + "ended_at": "2026-05-19T16:07:12.681247+00:00", + "elapsed_ms": 3016.34, + "returncode": 1, + "prompt_metrics": { + "chars": 16651, + "bytes_utf8": 16659, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b146f659f5d7842fcb20c656d604a6252ec36a8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:13.683593+00:00", + "ended_at": "2026-05-19T16:07:16.501083+00:00", + "elapsed_ms": 2817.45, + "returncode": 1, + "prompt_metrics": { + "chars": 16651, + "bytes_utf8": 16659, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8061656f68951992ee694e66c36395ab298faceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8061656f68951992ee694e66c36395ab298faceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b025fdd884feabff6448303d041eb2082f9a5284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b762-7893-8086-ac05e1e7473f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ea96c3a1ec18e3324a8f3f0bd4e972eed36375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b762-7893-8086-ac05e1e7473f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8837c155c842cd3b0e0122cd24896b2e271822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c702-7011-9da4-0f99d2880dce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71cde449ff012dad276dccc35c9cec1e26556f5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c702-7011-9da4-0f99d2880dce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d34e60e914eb57c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48cbdc6d2e9aa8d1e32b274af8d9a793701954aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16753, "bytes_utf8": 16761, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1818, "bytes_utf8": 1818, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 12032, "output_tokens": 2435, "reasoning_output_tokens": 1834}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d7e67fac8e970328832de5bacff3eb5affbd675 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d3f03f318c640b05", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 12032, + "output_tokens": 2435, + "total_tokens": 19492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36243.1, + "sql_execution_elapsed_ms_total": 167.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51f246aa41d360adebb44c0cd7dd750f30a6c2f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:34.241543+00:00", + "ended_at": "2026-05-19T15:55:10.484675+00:00", + "elapsed_ms": 36243.1, + "prompt_metrics": { + "chars": 16753, + "bytes_utf8": 16761, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2415, + "bytes_utf8": 2415, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1818, + "bytes_utf8": 1818, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17057, + "cached_input_tokens": 12032, + "output_tokens": 2435, + "reasoning_output_tokens": 1834 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9617f070a5feb21226f41796534d67e7d4b98429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf7203ca4fdd2791456708bc3d07faaa8c07bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3091-7353-a9c3-4f8df25064a0"} +{"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 \\\"comments_disabled\\\",\\n CAST(\\\"likes\\\" AS REAL) AS \\\"likes_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"comments_disabled\\\"\\n ORDER BY CAST(\\\"likes\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"comments_disabled\\\") AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"likes\\\" IS NOT NULL\\n AND TRIM(\\\"likes\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\",\\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) +\\n 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 GROUP BY \\\"comments_disabled\\\", \\\"cnt\\\"\\n)\\nSELECT\\n p.\\\"comments_disabled\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"likes_value\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"likes_value\\\" END) * (p.\\\"upper_rn\\\" - p.\\\"pos\\\") +\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"likes_value\\\" END) * (p.\\\"pos\\\" - p.\\\"lower_rn\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"comments_disabled\\\" = p.\\\"comments_disabled\\\"\\n AND r.\\\"rn\\\" IN (p.\\\"lower_rn\\\", p.\\\"upper_rn\\\")\\nGROUP BY\\n p.\\\"comments_disabled\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the planned Grouped Percentile Point template in SQLite by computing PERCENTILE_CONT(0.9) for CAST(\\\"likes\\\" AS REAL) within each \\\"comments_disabled\\\" group using row-number interpolation; null and blank likes are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17057,"cached_input_tokens":12032,"output_tokens":2435,"reasoning_output_tokens":1834}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68e84502469e5408ddfe7c136177f6a7e49bfc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"comments_disabled\",\n CAST(\"likes\" AS REAL) AS \"likes_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"comments_disabled\"\n ORDER BY CAST(\"likes\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"comments_disabled\") AS \"cnt\"\n FROM \"c19\"\n WHERE \"likes\" IS NOT NULL\n AND TRIM(\"likes\") <> ''\n),\n\"positions\" AS (\n SELECT\n \"comments_disabled\",\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) +\n 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 GROUP BY \"comments_disabled\", \"cnt\"\n)\nSELECT\n p.\"comments_disabled\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"likes_value\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"likes_value\" END) * (p.\"upper_rn\" - p.\"pos\") +\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"likes_value\" END) * (p.\"pos\" - p.\"lower_rn\")\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ranked\" AS r\n ON r.\"comments_disabled\" = p.\"comments_disabled\"\n AND r.\"rn\" IN (p.\"lower_rn\", p.\"upper_rn\")\nGROUP BY\n p.\"comments_disabled\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the planned Grouped Percentile Point template in SQLite by computing PERCENTILE_CONT(0.9) for CAST(\"likes\" AS REAL) within each \"comments_disabled\" group using row-number interpolation; null and blank likes are excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d3f03f318c640b05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c131b7e4f4df93e11497dd314969e51120c01aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16745, "bytes_utf8": 16753, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1101, "bytes_utf8": 1101, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 12032, "output_tokens": 848, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1dcedf2259096f27967c9c06ee6a8069c35d953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d6633e32491a79a2", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 12032, + "output_tokens": 848, + "total_tokens": 17906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15561.59, + "sql_execution_elapsed_ms_total": 163.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6aa8a822e38f40c105c2396031704321dd74e812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:22.813224+00:00", + "ended_at": "2026-05-19T15:49:38.374838+00:00", + "elapsed_ms": 15561.59, + "prompt_metrics": { + "chars": 16745, + "bytes_utf8": 16753, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1587, + "bytes_utf8": 1587, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1101, + "bytes_utf8": 1101, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 12032, + "output_tokens": 848, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b243cea70eb0d345bd8f5ffeb3dd3693eba43b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02fa6eb83726d7c422a8727055f4d42be062dc6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-6ffa-7f93-95ce-443af78cefc2"} +{"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 \\\"category_id\\\",\\n CAST(\\\"views\\\" AS REAL) AS \\\"views_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"category_id\\\"\\n ORDER BY CAST(\\\"views\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"category_id\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"category_id\\\" IS NOT NULL\\n AND \\\"views\\\" IS NOT NULL\\n AND TRIM(\\\"views\\\") <> ''\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"category_id\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\n GROUP BY \\\"category_id\\\"\\n)\\nSELECT\\n r.\\\"category_id\\\",\\n r.\\\"views_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"targets\\\" AS t\\n ON r.\\\"category_id\\\" = t.\\\"category_id\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per category_id. \\\"views\\\" is stored as TEXT in the schema, so it is cast to REAL before ordering and returning the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":12032,"output_tokens":848,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e4eb75624d535b08a30dc945a6e934e99d07a83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"category_id\",\n CAST(\"views\" AS REAL) AS \"views_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"category_id\"\n ORDER BY CAST(\"views\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"category_id\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE \"category_id\" IS NOT NULL\n AND \"views\" IS NOT NULL\n AND TRIM(\"views\") <> ''\n),\n\"targets\" AS (\n SELECT\n \"category_id\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.95 * \"cnt\"\n GROUP BY \"category_id\"\n)\nSELECT\n r.\"category_id\",\n r.\"views_num\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"targets\" AS t\n ON r.\"category_id\" = t.\"category_id\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per category_id. \"views\" is stored as TEXT in the schema, so it is cast to REAL before ordering and returning the percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6633e32491a79a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d0ca8e4a6ec56adf1d832b1e472c1d6f2df3b48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16563, "bytes_utf8": 16571, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16563, "bytes_utf8": 16571, "lines": 286, "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": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17031, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbbcaf85a259b410de87b2d0a5c255e8b3e26b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d680849df73b67fb", + "api_calls": 0, + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 17336, + "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": 12104.29, + "sql_execution_elapsed_ms_total": 47.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0287825852cb87a9714c848d960624feac54a05f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/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": "2026-05-19T16:03:23.809883+00:00", + "ended_at": "2026-05-19T16:03:27.031660+00:00", + "elapsed_ms": 3221.75, + "returncode": 1, + "prompt_metrics": { + "chars": 16563, + "bytes_utf8": 16571, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..221809f4680fb691fbade28263e3bc8e0cff7fbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/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": "2026-05-19T16:03:28.034140+00:00", + "ended_at": "2026-05-19T16:03:36.916716+00:00", + "elapsed_ms": 8882.54, + "prompt_metrics": { + "chars": 16563, + "bytes_utf8": 16571, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17031, + "cached_input_tokens": 12032, + "output_tokens": 305, + "reasoning_output_tokens": 209 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c941dd2d7a167f0a4e21c8121f098ea2f10a5796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c941dd2d7a167f0a4e21c8121f098ea2f10a5796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=category_id.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "category_id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..493c3219d8661b9f92b69138f340767aa4c1d301 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4526-7d42-b5a5-d64be613955d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da9764b0a19fa2a7dc642191ae0a47d393ff40c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4526-7d42-b5a5-d64be613955d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9833883a82351412d6e874aafbca492d19d8d2a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-55bc-77b1-8e63-36135ebca5c8"} +{"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 \\\"category_id\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"support\\\" ASC, \\\"category_id\\\"\\nLIMIT 15;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to category_id, returning the least-supported category_id groups first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17031,"cached_input_tokens":12032,"output_tokens":305,"reasoning_output_tokens":209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85e8fa43be9842f7f5f5a1ddea559d53a738ff52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"category_id\",\n COUNT(*) AS \"support\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"support\" ASC, \"category_id\"\nLIMIT 15;","notes":"Uses the Low-Support Group Count template with group_col bound to category_id, returning the least-supported category_id groups first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d680849df73b67fb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2afb17018361f6adad9fc0a09fffff3f99fb4aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:16.532110+00:00", + "ended_at": "2026-05-19T16:07:19.840395+00:00", + "elapsed_ms": 3308.26, + "returncode": 1, + "prompt_metrics": { + "chars": 16657, + "bytes_utf8": 16665, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fee866ae1c46ff3a2ab831309c9b1378f612bf50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:20.842826+00:00", + "ended_at": "2026-05-19T16:07:24.202610+00:00", + "elapsed_ms": 3359.74, + "returncode": 1, + "prompt_metrics": { + "chars": 16657, + "bytes_utf8": 16665, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c4042f0aca4247398609e77c372bc2938cc85a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c4042f0aca4247398609e77c372bc2938cc85a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6dba962397797f9faf3c68d9ffde4960b539157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d226-7dc2-82fe-98e441634bfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec26ee68795cc1cfadce8300ef77d829319d0e39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d226-7dc2-82fe-98e441634bfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc645d73e316c6c0ba9c63dce2130a2d104cfa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e32c-7001-82db-27ff2af8c580"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f95a8a78ac88528eee5003c24178ce426b79e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e32c-7001-82db-27ff2af8c580"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6cabe7af1f036fa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ded0fea64b8d56d55c9d4ba62368d3175c0a3910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16831, "bytes_utf8": 16839, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17084, "cached_input_tokens": 15744, "output_tokens": 418, "reasoning_output_tokens": 269}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..806a3d634767cdf9f8b1a8ec80bcf7aa3a48b6ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d6d73cf79308d033", + "api_calls": 0, + "input_tokens": 17084, + "cached_input_tokens": 15744, + "output_tokens": 418, + "total_tokens": 17502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15265.13, + "sql_execution_elapsed_ms_total": 44.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78f6b9b0f692f4303894ced6405c0fc1e4f3eb42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:09.821498+00:00", + "ended_at": "2026-05-19T15:59:25.086664+00:00", + "elapsed_ms": 15265.13, + "prompt_metrics": { + "chars": 16831, + "bytes_utf8": 16839, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 938, + "bytes_utf8": 938, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 579, + "bytes_utf8": 579, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17084, + "cached_input_tokens": 15744, + "output_tokens": 418, + "reasoning_output_tokens": 269 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b3f4fe0434f50695baa96bbdd0d59834dc8a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=category_id, condition_col=category_id.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "24", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92cceb14daf5d71190f5c371e1d96c2b076d39b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6517-76e1-b745-111134047239"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '24' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"category_id\\\" and condition_value set to '24'. Because the grouping column and condition column are the same, the result is a deterministic within-group proportion: 1.0 for category_id = '24' and 0.0 for all other category groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17084,"cached_input_tokens":15744,"output_tokens":418,"reasoning_output_tokens":269}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46120c1d70abf98a9a48c4ed5c47ffbec171e5ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"category_id\",\n AVG(CASE WHEN \"category_id\" = '24' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"category_id\" and condition_value set to '24'. Because the grouping column and condition column are the same, the result is a deterministic within-group proportion: 1.0 for category_id = '24' and 0.0 for all other category groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d6d73cf79308d033/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a9344c6c4a28e8385f12091d10fefa214d6274d --- /dev/null +++ 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"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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17091, "cached_input_tokens": 12032, "output_tokens": 287, "reasoning_output_tokens": 174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe5ae90cde702eea6b9e065ace15cfd2d1334b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d7de79cfcd9efe5d", + "api_calls": 0, + "input_tokens": 17091, + "cached_input_tokens": 12032, + "output_tokens": 287, + "total_tokens": 17378, + "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": 17855.54, + "sql_execution_elapsed_ms_total": 39.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28ebd5ce607d89c48fd808ce5b00790a50e79c3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:28.331906+00:00", + "ended_at": "2026-05-19T16:01:31.278936+00:00", + "elapsed_ms": 2947.0, + "returncode": 1, + "prompt_metrics": { + "chars": 16872, + "bytes_utf8": 16880, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e9de136bfdcece2ddbe12cae030a0d1a51015f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:32.281566+00:00", + "ended_at": "2026-05-19T16:01:47.190149+00:00", + "elapsed_ms": 14908.54, + "prompt_metrics": { + "chars": 16872, + "bytes_utf8": 16880, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17091, + "cached_input_tokens": 12032, + "output_tokens": 287, + "reasoning_output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99ef08e1c9f55640c965d9fbed5bf221f1fc430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "True", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99ef08e1c9f55640c965d9fbed5bf221f1fc430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "True", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c2555f117d6ecc02d34dad1cafdf252fa9e17cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8209-7d60-b578-995eac63f9e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3d302331b88660d95275d85d348ed5cd3b2a21b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8209-7d60-b578-995eac63f9e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0046437cb3529317ec63ff20e52f44e0db5275af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-9189-74a0-b051-1b2c294cd2af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"video_error_or_removed\\\",\\n AVG(CASE WHEN \\\"video_error_or_removed\\\" = 'True' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \\\"video_error_or_removed\\\" and condition_value set to 'True'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17091,"cached_input_tokens":12032,"output_tokens":287,"reasoning_output_tokens":174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c464c42ba073856cfa3165a2a54b2adf131af5c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"video_error_or_removed\",\n AVG(CASE WHEN \"video_error_or_removed\" = 'True' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template exactly with group_col and condition_col both bound to \"video_error_or_removed\" and condition_value set to 'True'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d7de79cfcd9efe5d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..410779e7b236abf9f436de9a32b1d72a5c2a2d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16909, "bytes_utf8": 16917, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17113, "cached_input_tokens": 12032, "output_tokens": 491, "reasoning_output_tokens": 391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74c46c997d4fdaa05022ab015a670ac4d5a4a1d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d87b6ab007c74047", + "api_calls": 0, + "input_tokens": 17113, + "cached_input_tokens": 12032, + "output_tokens": 491, + "total_tokens": 17604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13919.55, + "sql_execution_elapsed_ms_total": 37.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3306eabb77841cf0e7c61f009ecaa94af088c1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:07.568201+00:00", + "ended_at": "2026-05-19T15:42:21.487777+00:00", + "elapsed_ms": 13919.55, + "prompt_metrics": { + "chars": 16909, + "bytes_utf8": 16917, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17113, + "cached_input_tokens": 12032, + "output_tokens": 491, + "reasoning_output_tokens": 391 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b581b48d0c8eb1a3a9757df4355755fdc63e5501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=comments_disabled, group_col_2=ratings_disabled.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "comments_disabled", + "group_col_2": "ratings_disabled", + "predicate_col": "category_id", + "predicate_op": "=", + "predicate_value": "23", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c68122a2943c1d1f122e81864e29892cb88e6465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-cbe9-78e3-9c2e-51bb6d1272f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"comments_disabled\\\", \\\"ratings_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"category_id\\\" = '23'\\nGROUP BY \\\"comments_disabled\\\", \\\"ratings_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filtered two-dimensional group count using comments_disabled and ratings_disabled, restricted to category_id = '23'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17113,"cached_input_tokens":12032,"output_tokens":491,"reasoning_output_tokens":391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e725d1ba4d669b5ef313278e849bedd22e1907c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"comments_disabled\", \"ratings_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE \"category_id\" = '23'\nGROUP BY \"comments_disabled\", \"ratings_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Filtered two-dimensional group count using comments_disabled and ratings_disabled, restricted to category_id = '23'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4da2e1bd1ed67d0f2fe5937d564ed9930894ca0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=comments_disabled, group_col_2=ratings_disabled. +Result preview: [{"comments_disabled": "False", "ratings_disabled": "False", "row_count": 3455}, {"comments_disabled": "True", "ratings_disabled": "False", "row_count": 2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1433ac37a10d2ebed9809f7f0d630b4708449684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_d87b6ab007c74047 +-- problem_id: v2p_c19_5b12bef04446c3ad +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", "ratings_disabled", COUNT(*) AS "row_count" +FROM "c19" +WHERE "category_id" = '23' +GROUP BY "comments_disabled", "ratings_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac82898d94f3724984e6bff4d8ebba8b1d683441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"comments_disabled\", \"ratings_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE \"category_id\" = '23'\nGROUP BY \"comments_disabled\", \"ratings_disabled\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"comments_disabled\\\", \\\"ratings_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"category_id\\\" = '23'\\nGROUP BY \\\"comments_disabled\\\", \\\"ratings_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"comments_disabled\", \"ratings_disabled\", \"row_count\"], \"rows\": [{\"comments_disabled\": \"False\", \"ratings_disabled\": \"False\", \"row_count\": 3455}, {\"comments_disabled\": \"True\", \"ratings_disabled\": \"False\", \"row_count\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.62}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14e0a873c65e532403e2077d5594c8d62a28c3d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:42:07.541887+00:00", + "ended_at": "2026-05-19T15:42:21.527774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_d87b6ab007c74047", + "problem_id": "v2p_c19_5b12bef04446c3ad", + "dataset_id": "c19", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=comments_disabled, group_col_2=ratings_disabled.", + "bindings": { + "group_col": "comments_disabled", + "group_col_2": "ratings_disabled", + "predicate_col": "category_id", + "predicate_op": "=", + "predicate_value": "23", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d87b6ab007c74047.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d87b6ab007c74047", + "api_calls": 0, + "input_tokens": 17113, + "cached_input_tokens": 12032, + "output_tokens": 491, + "total_tokens": 17604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13919.55, + "sql_execution_elapsed_ms_total": 37.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3f5c8bea971a77a2b4750ff1c227548cd1d7959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:21.488666+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": 13919.55, "started_at": "2026-05-19T15:42:07.568201+00:00", "ended_at": "2026-05-19T15:42:21.487777+00:00", "prompt_metrics": {"chars": 16909, "bytes_utf8": 16917, "lines": 292, "estimated_tokens": null}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17113, "cached_input_tokens": 12032, "output_tokens": 491, "reasoning_output_tokens": 391}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"comments_disabled\\\", \\\"ratings_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"category_id\\\" = '23'\\nGROUP BY \\\"comments_disabled\\\", \\\"ratings_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filtered two-dimensional group count using comments_disabled and ratings_disabled, restricted to category_id = '23'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..613dea3f2652774d6e9b2f3f1e973acc201b1c28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d87b6ab007c74047/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d87b6ab007c74047", + "api_calls": 0, + "input_tokens": 17113, + "cached_input_tokens": 12032, + "output_tokens": 491, + "total_tokens": 17604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + 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"content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16603, "bytes_utf8": 16611, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17025, "cached_input_tokens": 12032, "output_tokens": 332, "reasoning_output_tokens": 221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bf871aac5d3ce035eb03230c70d7156c94afaf4 --- /dev/null +++ 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"/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8f79b8cad5bffde933699fdeb7d5736b099ec7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:07.703805+00:00", + "ended_at": "2026-05-19T15:32:21.906085+00:00", + "elapsed_ms": 14202.25, + "prompt_metrics": { + "chars": 16603, + "bytes_utf8": 16611, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1145, + "bytes_utf8": 1145, + "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": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17025, + "cached_input_tokens": 12032, + "output_tokens": 332, + "reasoning_output_tokens": 221 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c72260b2532845c6f06ba43e1f7377f31aaa265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d9009d7777c3fdb739d9ae1d85bf2e0859fee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-a4a2-7163-bdaa-82b5f668ab1d"} +{"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 1987158, Requested 17660. Please try again in 144ms. 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 \\\"video_error_or_removed\\\", SUM(CAST(\\\"comment_count\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Casts \\\"comment_count\\\" from TEXT to INTEGER for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17025,"cached_input_tokens":12032,"output_tokens":332,"reasoning_output_tokens":221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..047223c7e8547806673fca2e1d979b6ec08fe9e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"video_error_or_removed\", SUM(CAST(\"comment_count\" AS INTEGER)) AS \"total_measure\"\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned Grouped Numeric Sum template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Casts \"comment_count\" from TEXT to INTEGER for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_da87286ed8ad74a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5561af4154de077661960317812717d6453616e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16491, "bytes_utf8": 16499, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16994, "cached_input_tokens": 15744, "output_tokens": 259, "reasoning_output_tokens": 178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..225b285187653e897e185b91cd0f3ee505316080 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_dad477a053f2cf30", + "api_calls": 0, + "input_tokens": 16994, + "cached_input_tokens": 15744, + "output_tokens": 259, + "total_tokens": 17253, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8049.34, + "sql_execution_elapsed_ms_total": 38.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6bb3dcf0574bc018fc03cbb291bc5837a119ba8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:22.673773+00:00", + "ended_at": "2026-05-19T15:33:30.723139+00:00", + "elapsed_ms": 8049.34, + "prompt_metrics": { + "chars": 16491, + "bytes_utf8": 16499, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16994, + "cached_input_tokens": 15744, + "output_tokens": 259, + "reasoning_output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ef6e35cda6edffbb050d2bd00efb646c9d5d8b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=comments_disabled.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "comments_disabled", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84faab608a14c7f0c780d4dcbed62c7947fc73e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-c975-7873-a555-b620e3d6d4bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"comments_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"comments_disabled\\\" on the single table \\\"c19\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16994,"cached_input_tokens":15744,"output_tokens":259,"reasoning_output_tokens":178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e17c5166b32ecd2357e0592c0b804aeb8f9324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"comments_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"comments_disabled\" on the single table \"c19\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dad477a053f2cf30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a71c27b212a13c05b10c4c3adf7829516527291a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16758, "bytes_utf8": 16766, "lines": 288, "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": 1974, "bytes_utf8": 1974, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 15744, "output_tokens": 2608, "reasoning_output_tokens": 1975}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34006b99158f61cc6a926447b26dc27952be6821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_daf9f6822b97f1ea", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 2608, + "total_tokens": 19665, + "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": 38042.93, + "sql_execution_elapsed_ms_total": 213.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f884454dfe8cb83d6523d8f76c0f71614c5e4b41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/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": "2026-05-19T15:55:10.681510+00:00", + "ended_at": "2026-05-19T15:55:14.123448+00:00", + "elapsed_ms": 3441.91, + "returncode": 1, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8b6d1f0430105622f3f7cb83068056fda97463f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/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": "2026-05-19T15:55:15.125323+00:00", + "ended_at": "2026-05-19T15:55:49.726375+00:00", + "elapsed_ms": 34601.02, + "prompt_metrics": { + "chars": 16758, + "bytes_utf8": 16766, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2606, + "bytes_utf8": 2606, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1974, + "bytes_utf8": 1974, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 2608, + "reasoning_output_tokens": 1975 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c638fb94167f484ab82c1f720e1fadf6147e506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c638fb94167f484ab82c1f720e1fadf6147e506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3377bfe07413efee7482195a9abc645087cda12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bef5-7b10-a0d7-5682c5563849"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c96c297ae22461681eeaec47f736520e678ee68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bef5-7b10-a0d7-5682c5563849"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e32e7506a67468d7b169973d9ec15b89ff2db95c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-d049-77e0-bb6c-36c643d1aa93"} +{"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 \\\"comments_disabled\\\",\\n CAST(\\\"likes\\\" AS REAL) AS \\\"likes_num\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"comments_disabled\\\" IS NOT NULL\\n AND \\\"likes\\\" IS NOT NULL\\n AND TRIM(\\\"likes\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\",\\n \\\"likes_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"comments_disabled\\\"\\n ORDER BY \\\"likes_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"comments_disabled\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"comments_disabled\\\",\\n \\\"n\\\",\\n (0.95 * (\\\"n\\\" - 1)) AS \\\"base_pos\\\",\\n (CAST(0.95 * (\\\"n\\\" - 1) AS INTEGER) + 1) AS \\\"lo_idx\\\",\\n (\\n CAST(0.95 * (\\\"n\\\" - 1) AS INTEGER) + 1 +\\n CASE\\n WHEN (0.95 * (\\\"n\\\" - 1)) > CAST(0.95 * (\\\"n\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END\\n ) AS \\\"hi_idx\\\",\\n ((0.95 * (\\\"n\\\" - 1)) - CAST(0.95 * (\\\"n\\\" - 1) AS INTEGER)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n p.\\\"comments_disabled\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lo_idx\\\" THEN r.\\\"likes_num\\\" END) AS \\\"lo_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"hi_idx\\\" THEN r.\\\"likes_num\\\" END) AS \\\"hi_value\\\",\\n MAX(p.\\\"frac\\\") AS \\\"frac\\\",\\n MAX(p.\\\"n\\\") AS \\\"group_size\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"comments_disabled\\\" = p.\\\"comments_disabled\\\"\\n GROUP BY p.\\\"comments_disabled\\\"\\n)\\nSELECT\\n \\\"comments_disabled\\\",\\n (\\\"lo_value\\\" + (\\\"frac\\\" * (\\\"hi_value\\\" - \\\"lo_value\\\"))) AS \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) for SQLite using window functions and linear interpolation, grouped by \\\"comments_disabled\\\" and measuring CAST(\\\"likes\\\" AS REAL). Null or blank likes are excluded, and groups smaller than 5 rows are filtered out.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17057,"cached_input_tokens":15744,"output_tokens":2608,"reasoning_output_tokens":1975}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0633878b46f46694449f0490bdececacd20edc8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"comments_disabled\",\n CAST(\"likes\" AS REAL) AS \"likes_num\"\n FROM \"c19\"\n WHERE \"comments_disabled\" IS NOT NULL\n AND \"likes\" IS NOT NULL\n AND TRIM(\"likes\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"comments_disabled\",\n \"likes_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"comments_disabled\"\n ORDER BY \"likes_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"comments_disabled\"\n ) AS \"n\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"comments_disabled\",\n \"n\",\n (0.95 * (\"n\" - 1)) AS \"base_pos\",\n (CAST(0.95 * (\"n\" - 1) AS INTEGER) + 1) AS \"lo_idx\",\n (\n CAST(0.95 * (\"n\" - 1) AS INTEGER) + 1 +\n CASE\n WHEN (0.95 * (\"n\" - 1)) > CAST(0.95 * (\"n\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END\n ) AS \"hi_idx\",\n ((0.95 * (\"n\" - 1)) - CAST(0.95 * (\"n\" - 1) AS INTEGER)) AS \"frac\"\n FROM \"ranked\"\n),\n\"percentiles\" AS (\n SELECT\n p.\"comments_disabled\",\n MAX(CASE WHEN r.\"rn\" = p.\"lo_idx\" THEN r.\"likes_num\" END) AS \"lo_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"hi_idx\" THEN r.\"likes_num\" END) AS \"hi_value\",\n MAX(p.\"frac\") AS \"frac\",\n MAX(p.\"n\") AS \"group_size\"\n FROM \"positions\" AS p\n JOIN \"ranked\" AS r\n ON r.\"comments_disabled\" = p.\"comments_disabled\"\n GROUP BY p.\"comments_disabled\"\n)\nSELECT\n \"comments_disabled\",\n (\"lo_value\" + (\"frac\" * (\"hi_value\" - \"lo_value\"))) AS \"percentile_measure\"\nFROM \"percentiles\"\nWHERE \"group_size\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates PERCENTILE_CONT(0.95) for SQLite using window functions and linear interpolation, grouped by \"comments_disabled\" and measuring CAST(\"likes\" AS REAL). Null or blank likes are excluded, and groups smaller than 5 rows are filtered out."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_daf9f6822b97f1ea/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..135c9fb78c62aa97abeca5cca0a930c178848940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16978, "bytes_utf8": 16986, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 633, "bytes_utf8": 633, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17136, "cached_input_tokens": 12032, "output_tokens": 605, "reasoning_output_tokens": 438}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..51ed991e256b5fd81627ff4117e3f556b603d17a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_dbe214f38e6ea90a", + "api_calls": 0, + "input_tokens": 17136, + "cached_input_tokens": 12032, + "output_tokens": 605, + "total_tokens": 17741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12308.01, + "sql_execution_elapsed_ms_total": 186.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8c19f55ba4ca2d5fd490340330fd2d6201ea57c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:46.139269+00:00", + "ended_at": "2026-05-19T15:36:58.447303+00:00", + "elapsed_ms": 12308.01, + "prompt_metrics": { + "chars": 16978, + "bytes_utf8": 16986, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1018, + "bytes_utf8": 1018, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 633, + "bytes_utf8": 633, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17136, + "cached_input_tokens": 12032, + "output_tokens": 605, + "reasoning_output_tokens": 438 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fab06d0e9f9cad11548b63d56b191038779fd026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "item_col": "views", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6e32d1a748ef5f56cc8e246c52fa8d123535e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-e442-71e1-b46f-101da9d5e838"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"comments_disabled\\\", \\\"views\\\",\\n SUM(CAST(NULLIF(\\\"likes\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"likes\\\", '') AS REAL)) * 100.0 /\\n SUM(SUM(CAST(NULLIF(\\\"likes\\\", '') AS REAL))) OVER (PARTITION BY \\\"comments_disabled\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\", \\\"views\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"comments_disabled\\\", item_col=\\\"views\\\", and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17136,"cached_input_tokens":12032,"output_tokens":605,"reasoning_output_tokens":438}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18cdd9922c1b4acc645c95ec11481223fd56001d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"comments_disabled\", \"views\",\n SUM(CAST(NULLIF(\"likes\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"likes\", '') AS REAL)) * 100.0 /\n SUM(SUM(CAST(NULLIF(\"likes\", '') AS REAL))) OVER (PARTITION BY \"comments_disabled\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"comments_disabled\", \"views\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"comments_disabled\", item_col=\"views\", and measure_col=\"likes\". Cast \"likes\" from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dbe214f38e6ea90a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d8d078fd7855536621d4bb16523f093967b776c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17435, "bytes_utf8": 17443, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17238, "cached_input_tokens": 12032, "output_tokens": 521, "reasoning_output_tokens": 333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e79e4706e4b1c89268add00aa511b469f1264c5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_dec33bc9d38eda82", + "api_calls": 0, + "input_tokens": 17238, + "cached_input_tokens": 12032, + "output_tokens": 521, + "total_tokens": 17759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11993.44, + "sql_execution_elapsed_ms_total": 41.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec7fb576ced2d4297908dc9c6fc48cd8836a2bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:58.538416+00:00", + "ended_at": "2026-05-19T15:41:10.531879+00:00", + "elapsed_ms": 11993.44, + "prompt_metrics": { + "chars": 17435, + "bytes_utf8": 17443, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1102, + "bytes_utf8": 1102, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17238, + "cached_input_tokens": 12032, + "output_tokens": 521, + "reasoning_output_tokens": 333 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ef5e010056c7e3d7cdce9e26b46f1abd0bfb9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=video_error_or_removed, condition_col=video_error_or_removed.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3011ac444ddfba9b4bf5a0a8a0791448e9f7b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-be33-7c21-b1ab-6aee47d8bf70"} +{"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 \\\"video_error_or_removed\\\",\\n SUM(CASE WHEN \\\"video_error_or_removed\\\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"video_error_or_removed\\\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"video_error_or_removed\\\"\\n)\\nSELECT \\\"video_error_or_removed\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with both group_col and condition_col bound to \\\"video_error_or_removed\\\", computing the ratio of 'False' to 'True' counts per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17238,"cached_input_tokens":12032,"output_tokens":521,"reasoning_output_tokens":333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22d412804495f99ad0b02e608e5c9abd9725507 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"video_error_or_removed\",\n SUM(CASE WHEN \"video_error_or_removed\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"video_error_or_removed\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"video_error_or_removed\"\n)\nSELECT \"video_error_or_removed\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with both group_col and condition_col bound to \"video_error_or_removed\", computing the ratio of 'False' to 'True' counts per group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_dec33bc9d38eda82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62b5150502e030cc965f500df5275140fbcf6c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17131, "bytes_utf8": 17139, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 651, "bytes_utf8": 651, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17157, "cached_input_tokens": 16768, "output_tokens": 525, "reasoning_output_tokens": 362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66e3eb7176b7bde9d25045f71a26716b6e43a548 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e0f818f5aecdf438", + "api_calls": 0, + "input_tokens": 17157, + "cached_input_tokens": 16768, + "output_tokens": 525, + "total_tokens": 17682, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12470.78, + "sql_execution_elapsed_ms_total": 64.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e7021262d4730cd7b49fbbee1087b58a0b2a45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:32.994643+00:00", + "ended_at": "2026-05-19T15:47:45.465484+00:00", + "elapsed_ms": 12470.78, + "prompt_metrics": { + "chars": 17131, + "bytes_utf8": 17139, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1022, + "bytes_utf8": 1022, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 651, + "bytes_utf8": 651, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17157, + "cached_input_tokens": 16768, + "output_tokens": 525, + "reasoning_output_tokens": 362 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95525c08c111c0b8d1be29589d2caf45199af9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15f73168d9c3bed84850fcc7e2c7375e35b09cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-c384-78a2-b653-ef2f6e1da78a"} +{"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 \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"comments_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\"; cast \\\"likes\\\" from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17157,"cached_input_tokens":16768,"output_tokens":525,"reasoning_output_tokens":362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa7e701e41be263c038be1f2f9a934f30838107 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"comments_disabled\", SUM(CAST(\"likes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"comments_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"comments_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"comments_disabled\" and measure_col=\"likes\"; cast \"likes\" from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0f818f5aecdf438/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa1b84942f03987fb5c20909d3654e5af054d65b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16682, "bytes_utf8": 16690, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16682, "bytes_utf8": 16690, "lines": 288, "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": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17035, "cached_input_tokens": 12032, "output_tokens": 331, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3610c5141fbeaf5676d08d09a4df9f6f956df456 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e0ff39c0683a24c0", + "api_calls": 0, + "input_tokens": 17035, + "cached_input_tokens": 12032, + "output_tokens": 331, + "total_tokens": 17366, + "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": 11400.22, + "sql_execution_elapsed_ms_total": 107.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3511c1a560aae0e8edff7ab353eaf27a681b4ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/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": "2026-05-19T16:07:45.233077+00:00", + "ended_at": "2026-05-19T16:07:48.309496+00:00", + "elapsed_ms": 3076.39, + "returncode": 1, + "prompt_metrics": { + "chars": 16682, + "bytes_utf8": 16690, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2a5350a1594b1848367bd260495274871788104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:49.311145+00:00", + "ended_at": "2026-05-19T16:07:57.635028+00:00", + "elapsed_ms": 8323.83, + "prompt_metrics": { + "chars": 16682, + "bytes_utf8": 16690, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 818, + "bytes_utf8": 818, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17035, + "cached_input_tokens": 12032, + "output_tokens": 331, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2bc6fba1b21e43003d056cdbaf15c9a9f75ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2bc6fba1b21e43003d056cdbaf15c9a9f75ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b2393783568658f03c85da08a62052d422cafea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4239-71a2-978e-70fd098b94c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef6e541b68fdf7b63c0bf5ca3b17fee6e128ef14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4239-71a2-978e-70fd098b94c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..069c6b187579fa154c2bc18198e1e4d30287a2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5241-77e2-b474-156256cf23ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"video_error_or_removed\\\",\\n AVG(CAST(\\\"comment_count\\\" AS REAL)) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS avg_measure\\nFROM \\\"c19\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" to REAL because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17035,"cached_input_tokens":12032,"output_tokens":331,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fb01626717245897e7c726795234d6271eda9f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"video_error_or_removed\",\n AVG(CAST(\"comment_count\" AS REAL)) OVER (PARTITION BY \"video_error_or_removed\") AS avg_measure\nFROM \"c19\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Cast \"comment_count\" 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_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e0ff39c0683a24c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e59a975051bab906d216b390151e939ede44e344 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17157, "bytes_utf8": 17165, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17161, "cached_input_tokens": 16768, "output_tokens": 307, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dbcbbf0984e3b52e677d3c513ba5c922a9cdb9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e22a739d057f0033", + "api_calls": 0, + "input_tokens": 17161, + "cached_input_tokens": 16768, + "output_tokens": 307, + "total_tokens": 17468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12170.18, + "sql_execution_elapsed_ms_total": 48.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aec2a050fb8bf5f0f58a147239b93a09c7db8a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:45.630066+00:00", + "ended_at": "2026-05-19T15:48:57.800279+00:00", + "elapsed_ms": 12170.18, + "prompt_metrics": { + "chars": 17157, + "bytes_utf8": 17165, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1032, + "bytes_utf8": 1032, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17161, + "cached_input_tokens": 16768, + "output_tokens": 307, + "reasoning_output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8661f69a053c50cc22b411e211b68739f8de0e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81f74abb836949b78a3aff2f93e525d0f12e75e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-dec7-79d3-9600-98aa19f77420"} +{"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 \\\"video_error_or_removed\\\", SUM(CAST(\\\"comment_count\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"video_error_or_removed\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"video_error_or_removed\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17161,"cached_input_tokens":16768,"output_tokens":307,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9b209016ae04fb08034fa9bbbe1ecb8a8897b64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"video_error_or_removed\", SUM(CAST(\"comment_count\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"video_error_or_removed\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"video_error_or_removed\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the requested template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". Cast \"comment_count\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e22a739d057f0033/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c992f9c8c31420e2067d19757d8e5693be4f000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16489, "bytes_utf8": 16497, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16994, "cached_input_tokens": 12032, "output_tokens": 589, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4fa0fd68dba31bed9640bfabe6829a358f8186ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e33f448a2f19a3d7", + "api_calls": 0, + "input_tokens": 16994, + "cached_input_tokens": 12032, + "output_tokens": 589, + "total_tokens": 17583, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20607.79, + "sql_execution_elapsed_ms_total": 37.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1a97962c4c5359ee2170b3a08693999c6cf3a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:38.859543+00:00", + "ended_at": "2026-05-19T15:32:59.467363+00:00", + "elapsed_ms": 20607.79, + "prompt_metrics": { + "chars": 16489, + "bytes_utf8": 16497, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1303, + "bytes_utf8": 1303, + "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": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16994, + "cached_input_tokens": 12032, + "output_tokens": 589, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..391641a488b1d29297068e5f6dd91f2f2ca0578a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ratings_disabled.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ratings_disabled", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56ca3d8bbb6a74f6a9bc254854a5a06374eea69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-1e54-7892-8999-3f69dbb29bf9"} +{"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 1992167, Requested 17629. Please try again in 293ms. 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 1998224, Requested 17629. Please try again in 475ms. 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 \\\"ratings_disabled\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with \\\"ratings_disabled\\\" as the grouping column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16994,"cached_input_tokens":12032,"output_tokens":589,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b5fbae01c179b59582db597842de175c646d83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ratings_disabled\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with \"ratings_disabled\" as the grouping column."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e33f448a2f19a3d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0065f1fb868e6297f3ff7de8518ce94285d2fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16743, "bytes_utf8": 16751, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 15744, "output_tokens": 450, "reasoning_output_tokens": 312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad3b931dbb4747982ed059d7a3db6cc694444e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e6ce15e6e5ba8375", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 450, + "total_tokens": 17524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.46, + "sql_execution_elapsed_ms_total": 90.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42bd3f7129a29d8ace352616a3e875c91636b567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:05.240789+00:00", + "ended_at": "2026-05-19T15:45:19.300285+00:00", + "elapsed_ms": 14059.46, + "prompt_metrics": { + "chars": 16743, + "bytes_utf8": 16751, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 903, + "bytes_utf8": 903, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 450, + "reasoning_output_tokens": 312 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69fa1a5066bd9881ce945c7dc618487d14bf35c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=comment_count.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00590a103fe2a1769699066ba8ebcc2f6aa9cb7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-81d1-7460-9751-0bb84833ead8"} +{"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 \\\"comment_count\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"comment_count\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c19\\\"\\n)\\nSELECT \\\"comment_count\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"comment_count\\\" AS INTEGER) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"comment_count\\\" and num_tiles fixed at 10. CAST to INTEGER is applied because the schema stores numeric-looking measures as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":15744,"output_tokens":450,"reasoning_output_tokens":312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..147d4400c8e61c54edec11f5a60f14215cf4a2c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"comment_count\",\n NTILE(10) OVER (ORDER BY CAST(\"comment_count\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c19\"\n)\nSELECT \"comment_count\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"comment_count\" AS INTEGER) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"comment_count\" and num_tiles fixed at 10. CAST to INTEGER is applied because the schema stores numeric-looking measures as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e6ce15e6e5ba8375/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da7bd8b86bdb3137bb75ec8522569783a3ad2494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16497, "bytes_utf8": 16505, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17009, "cached_input_tokens": 12032, "output_tokens": 624, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74035fcd9ed9d5aafabec150e50da678180ce9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_e8ef5fe19cd5fc23", + "api_calls": 0, + "input_tokens": 17009, + "cached_input_tokens": 12032, + "output_tokens": 624, + "total_tokens": 17633, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14009.43, + "sql_execution_elapsed_ms_total": 34.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5418884bbbe8d7d0b2c804f886211c72e43f320a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:27.253502+00:00", + "ended_at": "2026-05-19T16:02:41.262962+00:00", + "elapsed_ms": 14009.43, + "prompt_metrics": { + "chars": 16497, + "bytes_utf8": 16505, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17009, + "cached_input_tokens": 12032, + "output_tokens": 624, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b066765a1b181368eac9d003d800a49f368997a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=views.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "views", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..418f1abecabd7f975d94dd6d7cb79d3aa9aae4a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-6845-7d21-af5b-a49d28185e84"} +{"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(\\\"views\\\" AS REAL) <= 1823157.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c19\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col=\\\"views\\\" and measure_threshold=1823157.0; CAST to REAL because \\\"views\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17009,"cached_input_tokens":12032,"output_tokens":624,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..392680cf5a849b8a955ec72ba65b321b5f50cc04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"views\" AS REAL) <= 1823157.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c19\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col=\"views\" and measure_threshold=1823157.0; CAST to REAL because \"views\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_e8ef5fe19cd5fc23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcb9f6ab316a7a5942c345c7eb92f594d5462502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17006, "bytes_utf8": 17014, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17143, "cached_input_tokens": 15744, "output_tokens": 670, "reasoning_output_tokens": 497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82d6bf4e294b816d64bef53d3322d76ae29c2da9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_ea6203f4d7a14d26", + "api_calls": 0, + "input_tokens": 17143, + "cached_input_tokens": 15744, + "output_tokens": 670, + "total_tokens": 17813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12096.02, + "sql_execution_elapsed_ms_total": 89.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b97534691ead88751f1380bb1519ef3a3b234341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:44.102466+00:00", + "ended_at": "2026-05-19T15:37:56.198514+00:00", + "elapsed_ms": 12096.02, + "prompt_metrics": { + "chars": 17006, + "bytes_utf8": 17014, + "lines": 290, + "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": 635, + "bytes_utf8": 635, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17143, + "cached_input_tokens": 15744, + "output_tokens": 670, + "reasoning_output_tokens": 497 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94d592e6caba348c127d140b8dc3854cdc9d6baa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "item_col": "dislikes", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd24746f15c02e812b996fe78509e9b0ebeb060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-c69b-7001-8d47-8d6ca4126349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"video_error_or_removed\\\",\\n \\\"dislikes\\\",\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"comment_count\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"comment_count\\\" AS REAL))) OVER (PARTITION BY \\\"video_error_or_removed\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\", \\\"dislikes\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"video_error_or_removed\\\", item_col=\\\"dislikes\\\", and measure_col=\\\"comment_count\\\". Cast \\\"comment_count\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17143,"cached_input_tokens":15744,"output_tokens":670,"reasoning_output_tokens":497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2efa9f6266009608b145279ea6bd46760a14f87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"video_error_or_removed\",\n \"dislikes\",\n SUM(CAST(\"comment_count\" AS REAL)) AS total_measure,\n SUM(CAST(\"comment_count\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"comment_count\" AS REAL))) OVER (PARTITION BY \"video_error_or_removed\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\", \"dislikes\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"video_error_or_removed\", item_col=\"dislikes\", and measure_col=\"comment_count\". Cast \"comment_count\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea6203f4d7a14d26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b554365c7cb5dc8a98827606a10ce6ac45e9194e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16579, "bytes_utf8": 16587, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17019, "cached_input_tokens": 12032, "output_tokens": 394, "reasoning_output_tokens": 298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1e76c8c86026f9cc5f972c891261d0cb3ea0b60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_ed18a6fec16ffb12", + "api_calls": 0, + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 17413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9453.46, + "sql_execution_elapsed_ms_total": 48.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9efec46d90e10d274995d824b342a9057d63eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:50.681782+00:00", + "ended_at": "2026-05-19T15:29:00.135265+00:00", + "elapsed_ms": 9453.46, + "prompt_metrics": { + "chars": 16579, + "bytes_utf8": 16587, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17019, + "cached_input_tokens": 12032, + "output_tokens": 394, + "reasoning_output_tokens": 298 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8061a410598f1abe6f8eb66ca82b85ea5700aa36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd8abab4b2bf2e14ee42e49262b4971f1f14bc17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-a320-7462-87f1-a101105b07d0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"comments_disabled\\\", SUM(CAST(\\\"likes\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"comments_disabled\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"comments_disabled\\\" and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to NUMERIC for reliable SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17019,"cached_input_tokens":12032,"output_tokens":394,"reasoning_output_tokens":298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..feca07e880a4590e72819a6d6d2ab3cbf33692db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"comments_disabled\", SUM(CAST(\"likes\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"comments_disabled\"\nORDER BY total_measure DESC;","notes":"Applied the grouped numeric sum template with group_col=\"comments_disabled\" and measure_col=\"likes\". Cast \"likes\" from TEXT to NUMERIC for reliable SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ed18a6fec16ffb12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0468f2f9f62fd9b840dcc760459036e6c98acb53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16500, "bytes_utf8": 16508, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17010, "cached_input_tokens": 15744, "output_tokens": 261, "reasoning_output_tokens": 150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b08ebe4fced82deae86f4fdfeeeeeca85ac4a87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_ef00f048655e082c", + "api_calls": 0, + "input_tokens": 17010, + "cached_input_tokens": 15744, + "output_tokens": 261, + "total_tokens": 17271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8036.38, + "sql_execution_elapsed_ms_total": 40.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5b959cf499a1f23c23ffe6f2cce3a8b65b8de72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:10.653135+00:00", + "ended_at": "2026-05-19T16:02:18.689549+00:00", + "elapsed_ms": 8036.38, + "prompt_metrics": { + "chars": 16500, + "bytes_utf8": 16508, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17010, + "cached_input_tokens": 15744, + "output_tokens": 261, + "reasoning_output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd0db9d3985e2fd80d59f9607e3bb3b0a4ca5e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dislikes.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb94c49b04718991330c346166f7808cf3c1ede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-276e-7f33-922c-a3a08adce974"} +{"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(\\\"dislikes\\\" AS REAL) <= 1938.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c19\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"dislikes\\\" and measure_threshold fixed at 1938.0. Cast \\\"dislikes\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17010,"cached_input_tokens":15744,"output_tokens":261,"reasoning_output_tokens":150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167ac6ba8d0f52e5bc836b187352bfa2b2eb53b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"dislikes\" AS REAL) <= 1938.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c19\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col bound to \"dislikes\" and measure_threshold fixed at 1938.0. Cast \"dislikes\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ef00f048655e082c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..66fa071891535ee76e5c1f807e100dc8ea70aa0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ratings_disabled": "False", "total_rows": 40780, "missing_rows": 0, "missing_rate": 0.0}, {"ratings_disabled": "True", "total_rows": 169, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa21821298fa82ec87067aad0c0bb6ab108515e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_f1e86fbfeb77a726 +-- problem_id: v2p_c19_061ad322fd00698e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ratings_disabled", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cc7d72a7f40e6fb568aae5f6f8c5c4d51d14a5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: c19\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_c19_f1e86fbfeb77a726\n-- problem_id: v2p_c19_061ad322fd00698e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ratings_disabled\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"description\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"description\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\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_d\\n-- sql_source_dataset_id: c19\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_c19_f1e86fbfeb77a726\\n-- problem_id: v2p_c19_061ad322fd00698e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ratings_disabled\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"description\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"description\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"ratings_disabled\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"ratings_disabled\": \"False\", \"total_rows\": 40780, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"ratings_disabled\": \"True\", \"total_rows\": 169, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 121.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6da6f4f0fb7484db9188dd1b0eec72f474fe1e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:08:05.655517+00:00", + "ended_at": "2026-05-19T16:08:05.777881+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_f1e86fbfeb77a726", + "problem_id": "v2p_c19_061ad322fd00698e", + "dataset_id": "c19", + "template_id": "tpl_missing_rate_by_subgroup", + "template_name": "Missing Rate by Subgroup", + "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", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=ratings_disabled, missing_col=description.", + "bindings": { + "missing_col": "description", + "group_col": "ratings_disabled" + }, + "binding_roles": [ + "missing_col", + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {group_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 {group_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_d/c19/sql/v2q_c19_f1e86fbfeb77a726.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f1e86fbfeb77a726/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccd4f63a724b1ac2dfb03774fa5fa951eaf842eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16509, "bytes_utf8": 16517, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16509, "bytes_utf8": 16517, "lines": 286, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17010, "cached_input_tokens": 12032, "output_tokens": 484, "reasoning_output_tokens": 378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30654c332a9b6bf577ad2bc3a6ac2ed78820da8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f26726762ab7122e", + "api_calls": 0, + "input_tokens": 17010, + "cached_input_tokens": 12032, + "output_tokens": 484, + "total_tokens": 17494, + "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": 13969.84, + "sql_execution_elapsed_ms_total": 33.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9355ea694be5af6c04cf969ec0d3c6bf8762f6da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/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": "2026-05-19T16:03:01.524595+00:00", + "ended_at": "2026-05-19T16:03:04.346264+00:00", + "elapsed_ms": 2821.64, + "returncode": 1, + "prompt_metrics": { + "chars": 16509, + "bytes_utf8": 16517, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02d13a93b8b94ace0065f87be20d4798d2ef6e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/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": "2026-05-19T16:03:05.348727+00:00", + "ended_at": "2026-05-19T16:03:16.496969+00:00", + "elapsed_ms": 11148.2, + "prompt_metrics": { + "chars": 16509, + "bytes_utf8": 16517, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 371, + "bytes_utf8": 371, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17010, + "cached_input_tokens": 12032, + "output_tokens": 484, + "reasoning_output_tokens": 378 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4714e0ee74ffc7ee613937d3656364896f10aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=comment_count.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4714e0ee74ffc7ee613937d3656364896f10aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=comment_count.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cf1e9fdf9ea6e42d1954d775253e77793609527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ee20-7f01-afe0-3fccd4154334"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7a9baaa4400515f9ce50f25a8b34142934ddf9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ee20-7f01-afe0-3fccd4154334"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eea28c85b5af04e51d0d7e066cff41ce5c02fb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fd00-7420-a1e3-476ed6b11021"} +{"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(\\\"comment_count\\\" AS REAL) <= 5755.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c19\\\";\",\"notes\":\"Used the Threshold Rarity CDF template with measure_col bound to \\\"comment_count\\\" and threshold 5755.0. CAST to REAL is applied because the schema stores \\\"comment_count\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17010,"cached_input_tokens":12032,"output_tokens":484,"reasoning_output_tokens":378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db405b4b5c628d656a3b993a07c40ed08f81a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf.\nSELECT AVG(CASE WHEN CAST(\"comment_count\" AS REAL) <= 5755.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c19\";","notes":"Used the Threshold Rarity CDF template with measure_col bound to \"comment_count\" and threshold 5755.0. CAST to REAL is applied because the schema stores \"comment_count\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f26726762ab7122e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cbabe17d539cb2ada4978764c63a585cce7567a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16778, "bytes_utf8": 16786, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2157, "bytes_utf8": 2157, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17063, "cached_input_tokens": 15744, "output_tokens": 1212, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e16566406912b2884f203d764a9f62307558954b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f3e2e37a547773ee", + "api_calls": 0, + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 1212, + "total_tokens": 18275, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20372.39, + "sql_execution_elapsed_ms_total": 197.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b2f671dbb481e33fd49d5a9c669dece000a2db0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:17.448743+00:00", + "ended_at": "2026-05-19T15:52:37.821170+00:00", + "elapsed_ms": 20372.39, + "prompt_metrics": { + "chars": 16778, + "bytes_utf8": 16786, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2798, + "bytes_utf8": 2798, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2157, + "bytes_utf8": 2157, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17063, + "cached_input_tokens": 15744, + "output_tokens": 1212, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63b31c373226caf63bef2c52fea7ea89e6126264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d59af68d08ba7173bde78f69e02d7315d50f3343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1a39-78a2-bfae-2a24e7a46e56"} +{"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 \\\"video_error_or_removed\\\" AS \\\"group_col\\\",\\n CAST(\\\"comment_count\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"video_error_or_removed\\\" IS NOT NULL\\n AND \\\"comment_count\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((0.9 * (\\\"cnt\\\" - 1)) + 1.0) AS \\\"target_rn\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) < ((0.9 * (\\\"cnt\\\" - 1)) + 1.0)\\n THEN CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) + 1\\n ELSE CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"group_col\\\",\\n t.\\\"target_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"measure_col\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"measure_col\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = t.\\\"group_col\\\"\\n GROUP BY t.\\\"group_col\\\", t.\\\"target_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"video_error_or_removed\\\",\\n CASE\\n WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n WHEN \\\"target_rn\\\" = CAST(\\\"target_rn\\\" AS INTEGER) THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"target_rn\\\" - CAST(\\\"target_rn\\\" AS INTEGER)) * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear interpolation to emulate the 0.9 grouped percentile on \\\"comment_count\\\" by \\\"video_error_or_removed\\\". \\\"comment_count\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17063,"cached_input_tokens":15744,"output_tokens":1212,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfdc05dbf807b0c7126fcd85ecc2089f232cf59e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"video_error_or_removed\" AS \"group_col\",\n CAST(\"comment_count\" AS REAL) AS \"measure_col\"\n FROM \"c19\"\n WHERE \"video_error_or_removed\" IS NOT NULL\n AND \"comment_count\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((0.9 * (\"cnt\" - 1)) + 1.0) AS \"target_rn\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((0.9 * (\"cnt\" - 1)) + 1.0) AS INTEGER) < ((0.9 * (\"cnt\" - 1)) + 1.0)\n THEN CAST(((0.9 * (\"cnt\" - 1)) + 1.0) AS INTEGER) + 1\n ELSE CAST(((0.9 * (\"cnt\" - 1)) + 1.0) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n t.\"group_col\",\n t.\"target_rn\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"measure_col\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"measure_col\" END) AS \"upper_val\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = t.\"group_col\"\n GROUP BY t.\"group_col\", t.\"target_rn\"\n)\nSELECT\n \"group_col\" AS \"video_error_or_removed\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n WHEN \"target_rn\" = CAST(\"target_rn\" AS INTEGER) THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"target_rn\" - CAST(\"target_rn\" AS INTEGER)) * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear interpolation to emulate the 0.9 grouped percentile on \"comment_count\" by \"video_error_or_removed\". \"comment_count\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and calculation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f3e2e37a547773ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b7e6ff3e551f74d44456f58bbaf5254c0ba2fbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16918, "bytes_utf8": 16926, "lines": 292, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17122, "cached_input_tokens": 15744, "output_tokens": 630, "reasoning_output_tokens": 503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ff32f8ca2165d4a1381440948433fa8abaf59dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f45348b1f05224af", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 15744, + "output_tokens": 630, + "total_tokens": 17752, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17668.91, + "sql_execution_elapsed_ms_total": 32.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0da270fe9261cd535e5717d08d76c68605263211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:49.836946+00:00", + "ended_at": "2026-05-19T15:42:07.505885+00:00", + "elapsed_ms": 17668.91, + "prompt_metrics": { + "chars": 16918, + "bytes_utf8": 16926, + "lines": 292, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1163, + "bytes_utf8": 1163, + "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": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17122, + "cached_input_tokens": 15744, + "output_tokens": 630, + "reasoning_output_tokens": 503 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1766d1fab93568ff47a65d8c6ebb6730b72ddbeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,292 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=category_id, group_col_2=video_error_or_removed.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "category_id", + "group_col_2": "video_error_or_removed", + "predicate_col": "trending_date", + "predicate_op": "=", + "predicate_value": "17.03.12", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c9ef0dfecc9c89e340d8331f0c6edde62c3f62f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-86b3-74e0-8c19-5f4bc463ae3a"} +{"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 1994314, Requested 17757. Please try again in 362ms. 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 \\\"category_id\\\", \\\"video_error_or_removed\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c19\\\"\\nWHERE \\\"trending_date\\\" = '17.03.12'\\nGROUP BY \\\"category_id\\\", \\\"video_error_or_removed\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"category_id\\\", group_col_2=\\\"video_error_or_removed\\\", and predicate trending_date = '17.03.12'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17122,"cached_input_tokens":15744,"output_tokens":630,"reasoning_output_tokens":503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b362167607a6a9a90d9995e5aad56e91487e714 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"category_id\", \"video_error_or_removed\", COUNT(*) AS \"row_count\"\nFROM \"c19\"\nWHERE \"trending_date\" = '17.03.12'\nGROUP BY \"category_id\", \"video_error_or_removed\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"category_id\", group_col_2=\"video_error_or_removed\", and predicate trending_date = '17.03.12'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f45348b1f05224af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a29e920e09728cc19620dbc3e2452f6f7a50377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16500, "bytes_utf8": 16508, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 317, "bytes_utf8": 317, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16998, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd0895d9b29bc9d2de3e1be2ad12e884687c5df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f56aa36b1ab29552", + "api_calls": 0, + "input_tokens": 16998, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 17237, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7751.44, + "sql_execution_elapsed_ms_total": 50.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee19aa9e4a0468aca0da9612f7ddf1d52f3ac97b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:59.533690+00:00", + "ended_at": "2026-05-19T15:33:07.285166+00:00", + "elapsed_ms": 7751.44, + "prompt_metrics": { + "chars": 16500, + "bytes_utf8": 16508, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 317, + "bytes_utf8": 317, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16998, + "cached_input_tokens": 12032, + "output_tokens": 239, + "reasoning_output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f4e2dba7e63c1060d6ea28eaa1128d13f5e88d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=video_error_or_removed.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "video_error_or_removed", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e82f263c5eee6cdfef6f3c2d6a997581e75548a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-6f21-79b2-8416-46db3ce4471a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"video_error_or_removed\\\", COUNT(*) AS row_count\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"video_error_or_removed\\\" on the single table \\\"c19\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16998,"cached_input_tokens":12032,"output_tokens":239,"reasoning_output_tokens":156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aaa4df30a15850071a94d36c697f907a0f1a209 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"video_error_or_removed\", COUNT(*) AS row_count\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"video_error_or_removed\" on the single table \"c19\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f56aa36b1ab29552/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d4e7fb1807ca867502ba4d4f4647bcbe3e073e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16828, "bytes_utf8": 16836, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17083, "cached_input_tokens": 15744, "output_tokens": 388, "reasoning_output_tokens": 279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13ee727011f9c43ef1d5fd50145f79c4b052b8d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f66908c927c86c87", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 388, + "total_tokens": 17471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9884.05, + "sql_execution_elapsed_ms_total": 43.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d700c9e14696d956ff9591d910e603c16efb7054 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:25.160713+00:00", + "ended_at": "2026-05-19T15:59:35.044797+00:00", + "elapsed_ms": 9884.05, + "prompt_metrics": { + "chars": 16828, + "bytes_utf8": 16836, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 388, + "reasoning_output_tokens": 279 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..409ab2fc9398b3082b42114b1a0b1e207f6fd0ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, condition_col=category_id.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "10", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f98187e412a092314fd5b7277dc3a7e7291e68c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a0f4-7c21-ac6b-d1d9d3aea864"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with \\\"category_id\\\" as both the grouping field and condition field, using '10' as the condition value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17083,"cached_input_tokens":15744,"output_tokens":388,"reasoning_output_tokens":279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ece77dbca783f3e3b67eac41650a4c86c78b2fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"category_id\",\n AVG(CASE WHEN \"category_id\" = '10' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with \"category_id\" as both the grouping field and condition field, using '10' as the condition value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57e06466b5e85e6c21cb198fbb340deec7c5fa29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16600, "bytes_utf8": 16608, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17025, "cached_input_tokens": 16768, "output_tokens": 244, "reasoning_output_tokens": 136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd997460cec796776c6833e7ff613c1db4cdc455 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f6c517e96c63529e", + "api_calls": 0, + "input_tokens": 17025, + "cached_input_tokens": 16768, + "output_tokens": 244, + "total_tokens": 17269, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20255.26, + "sql_execution_elapsed_ms_total": 48.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74abf6a8ade73e4d48057031768bb312286bd142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:47.369755+00:00", + "ended_at": "2026-05-19T15:32:07.625044+00:00", + "elapsed_ms": 20255.26, + "prompt_metrics": { + "chars": 16600, + "bytes_utf8": 16608, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2115, + "bytes_utf8": 2115, + "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": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17025, + "cached_input_tokens": 16768, + "output_tokens": 244, + "reasoning_output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a47db747841dbd416dea4a57b9f4e341951c29d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..352e11dd6db1af851dddabee2bd549486a1415d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dd-5533-7ba0-9edb-70612b7d92cd"} +{"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 1987948, Requested 17660. Please try again in 168ms. 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 17660. Please try again in 529ms. 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 1982659, Requested 17660. Please try again in 9ms. 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 2000000, Requested 17660. Please try again in 529ms. 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 \\\"video_error_or_removed\\\", SUM(CAST(\\\"comment_count\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"video_error_or_removed\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"video_error_or_removed\\\" and measure_col=\\\"comment_count\\\". CAST is applied because \\\"comment_count\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17025,"cached_input_tokens":16768,"output_tokens":244,"reasoning_output_tokens":136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfc2b8821e45a6daf2a3097bfda6fa8053d43624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"video_error_or_removed\", SUM(CAST(\"comment_count\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"video_error_or_removed\"\nORDER BY total_measure DESC;","notes":"Used the required grouped-sum template with group_col=\"video_error_or_removed\" and measure_col=\"comment_count\". CAST is applied because \"comment_count\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f6c517e96c63529e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67ed1440555fd36f69295ab1d24ee5ba47a39bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16570, "bytes_utf8": 16578, "lines": 286, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": 16570, "bytes_utf8": 16578, "lines": 286, "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": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17030, "cached_input_tokens": 15744, "output_tokens": 394, "reasoning_output_tokens": 298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..700babecd6bea7ecf56300cbc1ce20192b0a7879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "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": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f7b64ea6211465cc", + "api_calls": 0, + "input_tokens": 17030, + "cached_input_tokens": 15744, + "output_tokens": 394, + "total_tokens": 17424, + "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": 15298.39, + "sql_execution_elapsed_ms_total": 64.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..624881548f33bebad8b56b99631ace1286806f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/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": "2026-05-19T16:05:33.198364+00:00", + "ended_at": "2026-05-19T16:05:37.777639+00:00", + "elapsed_ms": 4579.24, + "returncode": 1, + "prompt_metrics": { + "chars": 16570, + "bytes_utf8": 16578, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a68cb57fd7272f7d62b3994e0945826051007e7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:38.779960+00:00", + "ended_at": "2026-05-19T16:05:49.499148+00:00", + "elapsed_ms": 10719.15, + "prompt_metrics": { + "chars": 16570, + "bytes_utf8": 16578, + "lines": 286, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17030, + "cached_input_tokens": 15744, + "output_tokens": 394, + "reasoning_output_tokens": 298 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7dcf68ac4f1398ad701510ab7de26c649316b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ratings_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ratings_disabled", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7dcf68ac4f1398ad701510ab7de26c649316b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,286 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ratings_disabled.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ratings_disabled", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48e5652fcf655055ff96d5883ca5ca04fead351b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3eac-7ba0-9815-dbd65efe9e7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01cc8d3bc6d141b1a27407df6ff2d1852e9ce2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3eac-7ba0-9815-dbd65efe9e7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94289863c23bc1ee2502b27a593f9eb848910e4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-544e-7601-98ac-e2ee736d3bcf"} +{"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 \\\"ratings_disabled\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ratings_disabled\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with \\\"ratings_disabled\\\" as the grouping column and a limit of 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17030,"cached_input_tokens":15744,"output_tokens":394,"reasoning_output_tokens":298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b64fdff92c697b4a8277778f9b1921c695c751cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ratings_disabled\",\n COUNT(*) AS \"support\"\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY \"support\" ASC, \"ratings_disabled\"\nLIMIT 16;","notes":"Uses the planned Low-Support Group Count template with \"ratings_disabled\" as the grouping column and a limit of 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f7b64ea6211465cc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c51daa6d7765e1662014e5e26c90a2f624b0f55d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17416, "bytes_utf8": 17424, "lines": 291, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 793, "bytes_utf8": 793, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17230, "cached_input_tokens": 15744, "output_tokens": 618, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..945a3c7870f2d0870eaef333209953df6a714782 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f9420c287958eb93", + "api_calls": 0, + "input_tokens": 17230, + "cached_input_tokens": 15744, + "output_tokens": 618, + "total_tokens": 17848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12889.42, + "sql_execution_elapsed_ms_total": 48.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eea09ef8bc5453eb3ab6ed5782db2b730b87489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:36.248826+00:00", + "ended_at": "2026-05-19T15:39:49.138275+00:00", + "elapsed_ms": 12889.42, + "prompt_metrics": { + "chars": 17416, + "bytes_utf8": 17424, + "lines": 291, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1158, + "bytes_utf8": 1158, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17230, + "cached_input_tokens": 15744, + "output_tokens": 618, + "reasoning_output_tokens": 428 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a665799a0f5a232b14282230d24b53430a440df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,291 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=comments_disabled, condition_col=comments_disabled.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bef3a3ad1ecb852248cdb1edd8ec05ef087f5eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-7cc6-79e0-945a-d4dd78772d37"} +{"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 \\\"comments_disabled\\\",\\n SUM(CASE WHEN \\\"comments_disabled\\\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"comments_disabled\\\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\"\\n)\\nSELECT \\\"comments_disabled\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Filled the provided template exactly with group_col and condition_col both bound to \\\"comments_disabled\\\". Because the grouping column and condition column are the same, the 'False' group will have a zero denominator and yield NULL for condition_ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17230,"cached_input_tokens":15744,"output_tokens":618,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b4286b0050eb2da4f272f8d87017589bf60c125 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"comments_disabled\",\n SUM(CASE WHEN \"comments_disabled\" = 'False' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"comments_disabled\" = 'True' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c19\"\n GROUP BY \"comments_disabled\"\n)\nSELECT \"comments_disabled\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Filled the provided template exactly with group_col and condition_col both bound to \"comments_disabled\". Because the grouping column and condition column are the same, the 'False' group will have a zero denominator and yield NULL for condition_ratio."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f9420c287958eb93/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0aae3fe4ce8c514db1e4a2dbb7ba7dd4effb09c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/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": "2026-05-19T16:06:31.013348+00:00", + "ended_at": "2026-05-19T16:06:34.108395+00:00", + "elapsed_ms": 3095.02, + "returncode": 1, + "prompt_metrics": { + "chars": 16664, + "bytes_utf8": 16672, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6dfe1ece354baf1fcd928294d54e4af79438a389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/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": "2026-05-19T16:06:35.110054+00:00", + "ended_at": "2026-05-19T16:06:38.254793+00:00", + "elapsed_ms": 3144.71, + "returncode": 1, + "prompt_metrics": { + "chars": 16664, + "bytes_utf8": 16672, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..114279f25e483d7f56f95f1a23dd3f52625baf85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..114279f25e483d7f56f95f1a23dd3f52625baf85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ratings_disabled, measure_col=dislikes.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1253.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00abe24469948e78419b8f0d056829592bf6d2b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-208d-7140-8332-e286dcdcd6d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b9060b5d2c86c1a5ce3a8e447b6b367d0d4b0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-208d-7140-8332-e286dcdcd6d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe97379ff0d945dc75ab5a175cd5da02a62bae3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-305c-77e1-981c-3fea9aceab46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..812596055fffe4b08bee7faf6ca616ece71547e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-305c-77e1-981c-3fea9aceab46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fa0fb72122016450/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc73b27f716ebd6710421e9fca50ae205d69bf64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16782, "bytes_utf8": 16790, "lines": 288, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1998, "bytes_utf8": 1998, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17063, "cached_input_tokens": 12032, "output_tokens": 3247, "reasoning_output_tokens": 2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f275329238a6b6d7bcb3a090cd8000bd82964750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_fd8bc688cb59e94c", + "api_calls": 0, + "input_tokens": 17063, + "cached_input_tokens": 12032, + "output_tokens": 3247, + "total_tokens": 20310, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43243.4, + "sql_execution_elapsed_ms_total": 198.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39eb2a601b866416aa99eb9210e1b1e59db34412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:38.051263+00:00", + "ended_at": "2026-05-19T15:53:21.294692+00:00", + "elapsed_ms": 43243.4, + "prompt_metrics": { + "chars": 16782, + "bytes_utf8": 16790, + "lines": 288, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2622, + "bytes_utf8": 2622, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1998, + "bytes_utf8": 1998, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17063, + "cached_input_tokens": 12032, + "output_tokens": 3247, + "reasoning_output_tokens": 2588 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ecb55c226085d9c7358aebb51d2f432e30c957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,288 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=video_error_or_removed, measure_col=comment_count.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "video_error_or_removed", + "measure_col": "comment_count", + "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": 3738.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b222c94bcd67a250fc8e0d26869fd34996f0e17a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-6ac2-7b00-a796-f84866ed8478"} +{"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 \\\"video_error_or_removed\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"comment_count\\\", '') AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"video_error_or_removed\\\"\\n ORDER BY CAST(NULLIF(\\\"comment_count\\\", '') AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"video_error_or_removed\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c19\\\"\\n WHERE NULLIF(\\\"comment_count\\\", '') IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS \\\"pos\\\",\\n CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) > CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER)\\n THEN CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) + 1\\n ELSE CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"pos\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"video_error_or_removed\\\",\\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;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by \\\"video_error_or_removed\\\" using window functions and linear interpolation on \\\"comment_count\\\" cast from TEXT to REAL; excludes empty comment counts and filters to groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17063,"cached_input_tokens":12032,"output_tokens":3247,"reasoning_output_tokens":2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e61bf1e1122b32a1ed3b112c76f0373addf5537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"video_error_or_removed\" AS \"group_col\",\n CAST(NULLIF(\"comment_count\", '') AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"video_error_or_removed\"\n ORDER BY CAST(NULLIF(\"comment_count\", '') AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"video_error_or_removed\"\n ) AS \"cnt\"\n FROM \"c19\"\n WHERE NULLIF(\"comment_count\", '') IS NOT NULL\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((0.95 * (\"cnt\" - 1)) + 1.0) AS \"pos\",\n CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1.0) > CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER)\n THEN CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) + 1\n ELSE CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_value\"\n FROM \"pos\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"video_error_or_removed\",\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;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by \"video_error_or_removed\" using window functions and linear interpolation on \"comment_count\" cast from TEXT to REAL; excludes empty comment counts and filters to groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fd8bc688cb59e94c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..256e94c53aff846bded40730acf1d73c67be641f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16995, "bytes_utf8": 17003, "lines": 290, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17138, "cached_input_tokens": 16768, "output_tokens": 976, "reasoning_output_tokens": 784}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c17912669d22e809729b97c5a1ce3bea5bda55b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_fecb93314e9b2797", + "api_calls": 0, + "input_tokens": 17138, + "cached_input_tokens": 16768, + "output_tokens": 976, + "total_tokens": 18114, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22816.36, + "sql_execution_elapsed_ms_total": 85.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c61ed4ab86d74228c20c697970585edfdf1b441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:56.493826+00:00", + "ended_at": "2026-05-19T15:39:19.310209+00:00", + "elapsed_ms": 22816.36, + "prompt_metrics": { + "chars": 16995, + "bytes_utf8": 17003, + "lines": 290, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1149, + "bytes_utf8": 1149, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17138, + "cached_input_tokens": 16768, + "output_tokens": 976, + "reasoning_output_tokens": 784 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd77d96c1519109da2560b6875b534669d48af94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,290 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c19 +- dataset_name: Youtube New +- table_name: c19 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 15 feature columns and target `category_id`. +- task_type: classification +- target_column: category_id +- main_row_count: 40949 +- important_fields: +- video_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for video id. +- trending_date: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for trending date. +- title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for title. +- channel_title: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for channel title. +- category_id: role=target, type=categorical_ordinal_target. ordered=['1', '17', '22', '25', '26'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for category id. +- publish_time: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for publish time. +- tags: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for tags. +- views: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for views. +- likes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for likes. +- dislikes: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for dislikes. +- comment_count: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for comment count. +- thumbnail_link: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for thumbnail link. +- comments_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for comments disabled. +- ratings_disabled: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ratings disabled. +- video_error_or_removed: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for video error or removed. +- description: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude', 'missingness_candidate'] desc=Text field for description. +- useful_field_combinations: [['category_id', 'comments_disabled', 'category_id'], ['category_id', 'views', 'category_id'], ['category_id', 'trending_date', 'category_id']] +- fields_requiring_caution: ['category_id', 'trending_date', 'title', 'channel_title', 'description'] +- source_url: https://www.kaggle.com/datasets/datasnaek/youtube-new + +SQLite schema snapshot: +{ + "table_name": "c19", + "quoted_table_name": "\"c19\"", + "row_count": 40949, + "columns": [ + { + "name": "video_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "trending_date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "channel_title", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "category_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "publish_time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "tags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "views", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "likes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dislikes", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comment_count", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thumbnail_link", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "comments_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ratings_disabled", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "video_error_or_removed", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "description", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "video_id": "2kyS6SvSYSE", + "trending_date": "17.14.11", + "title": "WE WANT TO TALK ABOUT OUR MARRIAGE", + "channel_title": "CaseyNeistat", + "category_id": "22", + "publish_time": "2017-11-13T17:13:01.000Z", + "tags": "SHANtell martin", + "views": "748374", + "likes": "57527", + "dislikes": "2966", + "comment_count": "15954", + "thumbnail_link": "https://i.ytimg.com/vi/2kyS6SvSYSE/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "SHANTELL'S CHANNEL - https://www.youtube.com/shantellmartin\\nCANDICE - https://www.lovebilly.com\\n\\nfilmed this video in 4k on this -- http://amzn.to/2sTDnRZ\\nwith this lens -- http://amzn.to/2rUJOmD\\nbig drone - http://tinyurl.com/h4ft3oy\\nOTHER GEAR --- http://amzn.to/2o3GLX5\\nSony CAMERA http://amzn.to/2nOBmnv\\nOLD CAMERA; http://amzn.to/2o2cQBT\\nMAIN LENS; http://amzn.to/2od5gBJ\\nBIG SONY CAMERA; http://amzn.to/2nrdJRO\\nBIG Canon CAMERA; http://tinyurl.com/jn4q4vz\\nBENDY TRIPOD THING; http://tinyurl.com/gw3ylz2\\nYOU NEED THIS FOR THE BENDY TRIPOD; http://tinyurl.com/j8mzzua\\nWIDE LENS; http://tinyurl.com/jkfcm8t\\nMORE EXPENSIVE WIDE LENS; http://tinyurl.com/zrdgtou\\nSMALL CAMERA; http://tinyurl.com/hrrzhor\\nMICROPHONE; http://tinyurl.com/zefm4jy\\nOTHER MICROPHONE; http://tinyurl.com/jxgpj86\\nOLD DRONE (cheaper but still great);http://tinyurl.com/zcfmnmd\\n\\nfollow me; on http://instagram.com/caseyneistat\\non https://www.facebook.com/cneistat\\non https://twitter.com/CaseyNeistat\\n\\namazing intro song by https://soundcloud.com/discoteeth\\n\\nad disclosure. THIS IS NOT AN AD. not selling or promoting anything. but samsung did produce the Shantell Video as a 'GALAXY PROJECT' which is an initiative that enables creators like Shantell and me to make projects we might otherwise not have the opportunity to make. hope that's clear. if not ask in the comments and i'll answer any specifics." + }, + { + "video_id": "1ZAPwfrtAFY", + "trending_date": "17.14.11", + "title": "The Trump Presidency: Last Week Tonight with John Oliver (HBO)", + "channel_title": "LastWeekTonight", + "category_id": "24", + "publish_time": "2017-11-13T07:30:00.000Z", + "tags": "last week tonight trump presidency|\"last week tonight donald trump\"|\"john oliver trump\"|\"donald trump\"", + "views": "2418783", + "likes": "97185", + "dislikes": "6146", + "comment_count": "12703", + "thumbnail_link": "https://i.ytimg.com/vi/1ZAPwfrtAFY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "One year after the presidential election, John Oliver discusses what we've learned so far and enlists our catheter cowboy to teach Donald Trump what he hasn't.\\n\\nConnect with Last Week Tonight online...\\n\\nSubscribe to the Last Week Tonight YouTube channel for more almost news as it almost happens: www.youtube.com/user/LastWeekTonight\\n\\nFind Last Week Tonight on Facebook like your mom would: http://Facebook.com/LastWeekTonight\\n\\nFollow us on Twitter for news about jokes and jokes about news: http://Twitter.com/LastWeekTonight\\n\\nVisit our official site for all that other stuff at once: http://www.hbo.com/lastweektonight" + }, + { + "video_id": "5qpjK5DgCt4", + "trending_date": "17.14.11", + "title": "Racist Superman | Rudy Mancuso, King Bach & Lele Pons", + "channel_title": "Rudy Mancuso", + "category_id": "23", + "publish_time": "2017-11-12T19:05:24.000Z", + "tags": "racist superman|\"rudy\"|\"mancuso\"|\"king\"|\"bach\"|\"racist\"|\"superman\"|\"love\"|\"rudy mancuso poo bear black white official music video\"|\"iphone x by pineapple\"|\"lelepons\"|\"hannahstocking\"|\"rudymancuso\"|\"inanna\"|\"anwar\"|\"sarkis\"|\"shots\"|\"shotsstudios\"|\"alesso\"|\"anitta\"|\"brazil\"|\"Getting My Driver's License | Lele Pons\"", + "views": "3191434", + "likes": "146033", + "dislikes": "5339", + "comment_count": "8181", + "thumbnail_link": "https://i.ytimg.com/vi/5qpjK5DgCt4/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "WATCH MY PREVIOUS VIDEO ▶ \\n\\nSUBSCRIBE ► https://www.youtube.com/channel/UC5jkXpfnBhlDjqh0ir5FsIQ?sub_confirmation=1\\n\\nTHANKS FOR WATCHING! LIKE & SUBSCRIBE FOR MORE VIDEOS!\\n-----------------------------------------------------------\\nFIND ME ON: \\nInstagram | http://instagram.com/rudymancuso\\nTwitter | http://twitter.com/rudymancuso\\nFacebook | http://facebook.com/rudymancuso\\n\\nCAST: \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nLele Pons | http://youtube.com/c/lelepons\\nKing Bach | https://youtube.com/user/BachelorsPadTv\\n\\nVideo Effects: \\nCaleb Natale | https://instagram.com/calebnatale\\n\\nPA:\\nPaulina Gregory\\n\\n\\nShots Studios Channels:\\nAlesso | https://youtube.com/c/alesso\\nAnitta | http://youtube.com/c/anitta\\nAnwar Jibawi | http://youtube.com/c/anwar\\nAwkward Puppets | http://youtube.com/c/awkwardpuppets\\nHannah Stocking | http://youtube.com/c/hannahstocking\\nInanna Sarkis | http://youtube.com/c/inanna\\nLele Pons | http://youtube.com/c/lelepons\\nMaejor | http://youtube.com/c/maejor\\nMike Tyson | http://youtube.com/c/miketyson \\nRudy Mancuso | http://youtube.com/c/rudymancuso\\nShots Studios | http://youtube.com/c/shots\\n\\n#Rudy\\n#RudyMancuso" + }, + { + "video_id": "puqaWrEC7tY", + "trending_date": "17.14.11", + "title": "Nickelback Lyrics: Real or Fake?", + "channel_title": "Good Mythical Morning", + "category_id": "24", + "publish_time": "2017-11-13T11:00:04.000Z", + "tags": "rhett and link|\"gmm\"|\"good mythical morning\"|\"rhett and link good mythical morning\"|\"good mythical morning rhett and link\"|\"mythical morning\"|\"Season 12\"|\"nickelback lyrics\"|\"nickelback lyrics real or fake\"|\"nickelback\"|\"nickelback songs\"|\"nickelback song\"|\"rhett link nickelback\"|\"gmm nickelback\"|\"lyrics (website category)\"|\"nickelback (musical group)\"|\"rock\"|\"music\"|\"lyrics\"|\"chad kroeger\"|\"canada\"|\"music (industry)\"|\"mythical\"|\"gmm challenge\"|\"comedy\"|\"funny\"|\"challenge\"", + "views": "343168", + "likes": "10172", + "dislikes": "666", + "comment_count": "2146", + "thumbnail_link": "https://i.ytimg.com/vi/puqaWrEC7tY/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "Today we find out if Link is a Nickelback amateur or a secret Nickelback devotee. GMM #1218\\nDon't miss an all new Ear Biscuits: https://goo.gl/xeZNQt\\nWatch Part 4: https://youtu.be/MhCdiiB8CQg | Watch Part 2: https://youtu.be/7qiOrNao9fg\\nWatch today's episode from the start: http://bit.ly/GMM1218\\n\\nPick up all of the official GMM merch only at https://mythical.store\\n\\nFollow Rhett & Link: \\nInstagram: https://instagram.com/rhettandlink\\nFacebook: https://facebook.com/rhettandlink\\nTwitter: https://twitter.com/rhettandlink\\nTumblr: https://rhettandlink.tumblr.com\\nSnapchat: @realrhettlink\\nWebsite: https://mythical.co/\\n\\nCheck Out Our Other Mythical Channels:\\nGood Mythical MORE: https://youtube.com/goodmythicalmore\\nRhett & Link: https://youtube.com/rhettandlink\\nThis Is Mythical: https://youtube.com/thisismythical\\nEar Biscuits: https://applepodcasts.com/earbiscuits\\n\\nWant to send us something? https://mythical.co/contact\\nHave you made a Wheel of Mythicality intro video? Submit it here: https://bit.ly/GMMWheelIntro\\n\\nIntro Animation by Digital Twigs: https://www.digitaltwigs.com\\nIntro & Outro Music by Jeff Zeigler & Sarah Schimeneck https://www.jeffzeigler.com\\nWheel of Mythicality theme: https://www.royaltyfreemusiclibrary.com/\\nAll Supplemental Music fromOpus 1 Music: https://opus1.sourceaudio.com/\\nWe use ‘The Mouse’ by Blue Microphones https://www.bluemic.com/mouse/" + }, + { + "video_id": "d380meD0W0M", + "trending_date": "17.14.11", + "title": "I Dare You: GOING BALD!?", + "channel_title": "nigahiga", + "category_id": "24", + "publish_time": "2017-11-12T18:01:41.000Z", + "tags": "ryan|\"higa\"|\"higatv\"|\"nigahiga\"|\"i dare you\"|\"idy\"|\"rhpc\"|\"dares\"|\"no truth\"|\"comments\"|\"comedy\"|\"funny\"|\"stupid\"|\"fail\"", + "views": "2095731", + "likes": "132235", + "dislikes": "1989", + "comment_count": "17518", + "thumbnail_link": "https://i.ytimg.com/vi/d380meD0W0M/default.jpg", + "comments_disabled": "False", + "ratings_disabled": "False", + "video_error_or_removed": "False", + "description": "I know it's been a while since we did this show, but we're back with what might be the best episode yet!\\nLeave your dares in the comment section! \\n\\nOrder my book how to write good \\nhttp://higatv.com/ryan-higas-how-to-write-good-pre-order-links/\\n\\nJust Launched New Official Store\\nhttps://www.gianthugs.com/collections/ryan\\n\\nHigaTV Channel\\nhttp://www.youtube.com/higatv\\n\\nTwitter\\nhttp://www.twitter.com/therealryanhiga\\n\\nFacebook\\nhttp://www.facebook.com/higatv\\n\\nWebsite\\nhttp://www.higatv.com\\n\\nInstagram\\nhttp://www.instagram.com/notryanhiga\\n\\nSend us mail or whatever you want here!\\nPO Box 232355\\nLas Vegas, NV 89105" + } + ] +} + +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": "c19", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=comments_disabled, measure_col=likes.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "item_col": "thumbnail_link", + "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": 35754.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dbe58ee16f9bfdd9600c66e58400d5591774e44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-e167-7070-8428-a17cd77ab333"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"agg\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\",\\n \\\"thumbnail_link\\\",\\n SUM(CAST(\\\"likes\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"c19\\\"\\n GROUP BY \\\"comments_disabled\\\", \\\"thumbnail_link\\\"\\n)\\nSELECT\\n \\\"comments_disabled\\\",\\n \\\"thumbnail_link\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"comments_disabled\\\") AS \\\"share_within_group\\\"\\nFROM \\\"agg\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the requested template roles with group_col=\\\"comments_disabled\\\", item_col=\\\"thumbnail_link\\\", and measure_col=\\\"likes\\\". Cast \\\"likes\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17138,"cached_input_tokens":16768,"output_tokens":976,"reasoning_output_tokens":784}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8135c2e8729830d93c18c26a16bdc79c996596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"agg\" AS (\n SELECT\n \"comments_disabled\",\n \"thumbnail_link\",\n SUM(CAST(\"likes\" AS REAL)) AS \"total_measure\"\n FROM \"c19\"\n GROUP BY \"comments_disabled\", \"thumbnail_link\"\n)\nSELECT\n \"comments_disabled\",\n \"thumbnail_link\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"comments_disabled\") AS \"share_within_group\"\nFROM \"agg\"\nORDER BY \"share_within_group\" DESC;","notes":"Used the requested template roles with group_col=\"comments_disabled\", item_col=\"thumbnail_link\", and measure_col=\"likes\". Cast \"likes\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_fecb93314e9b2797/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391