Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/conversation.jsonl

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+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15887, "bytes_utf8": 15887, "lines": 470, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 633, "bytes_utf8": 633, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16624, "cached_input_tokens": 12032, "output_tokens": 700, "reasoning_output_tokens": 516}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_1da2c2b2372702d0",
+    "api_calls": 0,
+    "input_tokens": 16624,
+    "cached_input_tokens": 12032,
+    "output_tokens": 700,
+    "total_tokens": 17324,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13364.88,
+    "sql_execution_elapsed_ms_total": 8.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_attempt_1.metadata.json

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+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:20.588011+00:00",
+  "ended_at": "2026-05-19T15:34:33.952939+00:00",
+  "elapsed_ms": 13364.88,
+  "prompt_metrics": {
+    "chars": 15887,
+    "bytes_utf8": 15887,
+    "lines": 470,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1015,
+    "bytes_utf8": 1015,
+    "lines": 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": 16624,
+      "cached_input_tokens": 12032,
+      "output_tokens": 700,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1da2c2b2372702d0/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"web_traffic\",\n  \"Page_Rank\",\n  SUM(CAST(\"Google_Index\" AS REAL)) AS total_measure,\n  SUM(CAST(\"Google_Index\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Google_Index\" AS REAL))) OVER (PARTITION BY \"web_traffic\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"web_traffic\", \"Page_Rank\"\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"web_traffic\", item_col=\"Page_Rank\", and measure_col=\"Google_Index\". CAST is used because the schema stores these fields as TEXT in SQLite."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/conversation.jsonl

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+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15784, "bytes_utf8": 15784, "lines": 472, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16599, "cached_input_tokens": 12032, "output_tokens": 465, "reasoning_output_tokens": 330}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_6138197e737bc427",
+    "api_calls": 0,
+    "input_tokens": 16599,
+    "cached_input_tokens": 12032,
+    "output_tokens": 465,
+    "total_tokens": 17064,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11507.95,
+    "sql_execution_elapsed_ms_total": 6.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:43:42.550702+00:00",
+  "ended_at": "2026-05-19T15:43:54.058681+00:00",
+  "elapsed_ms": 11507.95,
+  "prompt_metrics": {
+    "chars": 15784,
+    "bytes_utf8": 15784,
+    "lines": 472,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 889,
+    "bytes_utf8": 889,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 518,
+      "bytes_utf8": 518,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16599,
+      "cached_input_tokens": 12032,
+      "output_tokens": 465,
+      "reasoning_output_tokens": 330
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,472 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c8
+- dataset_name: Phishing Websites
+- table_name: c8
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`.
+- task_type: classification
+- target_column: having_At_Symbol
+- main_row_count: 11055
+- important_fields:
+- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address.
+- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length.
+- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service.
+- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol.
+- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting.
+- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix.
+- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain.
+- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State.
+- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length.
+- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon.
+- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port.
+- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token.
+- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL.
+- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor.
+- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags.
+- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH.
+- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email.
+- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL.
+- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect.
+- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover.
+- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick.
+- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow.
+- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe.
+- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain.
+- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord.
+- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic.
+- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank.
+- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index.
+- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page.
+- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report.
+- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result.
+- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']]
+- fields_requiring_caution: ['having_At_Symbol']
+- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites
+
+SQLite schema snapshot:
+{
+  "table_name": "c8",
+  "quoted_table_name": "\"c8\"",
+  "row_count": 11055,
+  "columns": [
+    {
+      "name": "having_IP_Address",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_Length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Shortining_Service",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_At_Symbol",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "double_slash_redirecting",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Prefix_Suffix",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_Sub_Domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SSLfinal_State",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Domain_registeration_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Favicon",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "port",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "HTTPS_token",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Request_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_of_Anchor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_in_tags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SFH",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Submitting_to_email",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Abnormal_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Redirect",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "on_mouseover",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "RightClick",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "popUpWidnow",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Iframe",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "DNSRecord",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "web_traffic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Page_Rank",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Google_Index",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_pointing_to_page",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Statistical_report",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Result",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "having_IP_Address": "-1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "-1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "-1",
+      "Links_in_tags": "1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "-1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "0",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "0",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "-1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "-1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "-1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "1",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "-1",
+      "RightClick": "1",
+      "popUpWidnow": "-1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "1"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=URL_Length, group_col_2=web_traffic.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "URL_Length",
+    "group_col_2": "web_traffic",
+    "predicate_col": "Iframe",
+    "predicate_op": ">=",
+    "predicate_value": 1.0,
+    "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": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-3ec4-7221-a428-18f65421b4db"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"URL_Length\\\", \\\"web_traffic\\\", COUNT(*) AS row_count\\nFROM \\\"c8\\\"\\nWHERE CAST(\\\"Iframe\\\" AS REAL) >= 1.0\\nGROUP BY \\\"URL_Length\\\", \\\"web_traffic\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"URL_Length\\\", group_col_2=\\\"web_traffic\\\", and predicate on \\\"Iframe\\\". Cast \\\"Iframe\\\" to REAL because the SQLite schema stores columns as TEXT while the bound predicate value is numeric.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16599,"cached_input_tokens":12032,"output_tokens":465,"reasoning_output_tokens":330}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6138197e737bc427/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"URL_Length\", \"web_traffic\", COUNT(*) AS row_count\nFROM \"c8\"\nWHERE CAST(\"Iframe\" AS REAL) >= 1.0\nGROUP BY \"URL_Length\", \"web_traffic\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"URL_Length\", group_col_2=\"web_traffic\", and predicate on \"Iframe\". Cast \"Iframe\" to REAL because the SQLite schema stores columns as TEXT while the bound predicate value is numeric."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:59.126698+00:00",
+  "ended_at": "2026-05-19T16:09:01.894171+00:00",
+  "elapsed_ms": 2767.45,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15544,
+    "bytes_utf8": 15544,
+    "lines": 468,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,468 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c8
+- dataset_name: Phishing Websites
+- table_name: c8
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`.
+- task_type: classification
+- target_column: having_At_Symbol
+- main_row_count: 11055
+- important_fields:
+- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address.
+- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length.
+- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service.
+- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol.
+- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting.
+- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix.
+- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain.
+- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State.
+- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length.
+- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon.
+- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port.
+- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token.
+- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL.
+- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor.
+- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags.
+- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH.
+- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email.
+- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL.
+- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect.
+- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover.
+- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick.
+- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow.
+- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe.
+- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain.
+- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord.
+- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic.
+- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank.
+- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index.
+- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page.
+- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report.
+- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result.
+- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']]
+- fields_requiring_caution: ['having_At_Symbol']
+- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites
+
+SQLite schema snapshot:
+{
+  "table_name": "c8",
+  "quoted_table_name": "\"c8\"",
+  "row_count": 11055,
+  "columns": [
+    {
+      "name": "having_IP_Address",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_Length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Shortining_Service",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_At_Symbol",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "double_slash_redirecting",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Prefix_Suffix",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_Sub_Domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SSLfinal_State",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Domain_registeration_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Favicon",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "port",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "HTTPS_token",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Request_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_of_Anchor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_in_tags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SFH",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Submitting_to_email",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Abnormal_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Redirect",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "on_mouseover",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "RightClick",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "popUpWidnow",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Iframe",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "DNSRecord",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "web_traffic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Page_Rank",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Google_Index",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_pointing_to_page",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Statistical_report",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Result",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "having_IP_Address": "-1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "-1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "-1",
+      "Links_in_tags": "1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "-1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "0",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "0",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "-1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "-1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "-1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "1",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "-1",
+      "RightClick": "1",
+      "popUpWidnow": "-1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "1"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SFH, measure_col=web_traffic.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "SFH",
+    "measure_col": "web_traffic",
+    "top_k": 14,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,468 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c8
+- dataset_name: Phishing Websites
+- table_name: c8
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 30 feature columns and target `having_At_Symbol`.
+- task_type: classification
+- target_column: having_At_Symbol
+- main_row_count: 11055
+- important_fields:
+- having_IP_Address: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having IP Address.
+- URL_Length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL Length.
+- Shortining_Service: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Shortining Service.
+- having_At_Symbol: role=target, type=categorical_ordinal_target. ordered=['-1', '1'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for having At Symbol.
+- double_slash_redirecting: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for double slash redirecting.
+- Prefix_Suffix: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Prefix Suffix.
+- having_Sub_Domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for having Sub Domain.
+- SSLfinal_State: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SSLfinal State.
+- Domain_registeration_length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Domain registeration length.
+- Favicon: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Favicon.
+- port: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for port.
+- HTTPS_token: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for HTTPS token.
+- Request_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Request URL.
+- URL_of_Anchor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for URL of Anchor.
+- Links_in_tags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links in tags.
+- SFH: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SFH.
+- Submitting_to_email: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Submitting to email.
+- Abnormal_URL: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Abnormal URL.
+- Redirect: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Redirect.
+- on_mouseover: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for on mouseover.
+- RightClick: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for RightClick.
+- popUpWidnow: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for popUpWidnow.
+- Iframe: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Iframe.
+- age_of_domain: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of domain.
+- DNSRecord: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for DNSRecord.
+- web_traffic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for web traffic.
+- Page_Rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Page Rank.
+- Google_Index: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Google Index.
+- Links_pointing_to_page: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Links pointing to page.
+- Statistical_report: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Statistical report.
+- Result: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Result.
+- useful_field_combinations: [['having_IP_Address', 'URL_Length', 'having_At_Symbol'], ['having_IP_Address', 'having_IP_Address', 'having_At_Symbol']]
+- fields_requiring_caution: ['having_At_Symbol']
+- source_url: https://archive.ics.uci.edu/dataset/327/phishing+websites
+
+SQLite schema snapshot:
+{
+  "table_name": "c8",
+  "quoted_table_name": "\"c8\"",
+  "row_count": 11055,
+  "columns": [
+    {
+      "name": "having_IP_Address",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_Length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Shortining_Service",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_At_Symbol",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "double_slash_redirecting",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Prefix_Suffix",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "having_Sub_Domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SSLfinal_State",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Domain_registeration_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Favicon",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "port",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "HTTPS_token",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Request_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "URL_of_Anchor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_in_tags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "SFH",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Submitting_to_email",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Abnormal_URL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Redirect",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "on_mouseover",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "RightClick",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "popUpWidnow",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Iframe",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_domain",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "DNSRecord",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "web_traffic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Page_Rank",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Google_Index",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Links_pointing_to_page",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Statistical_report",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Result",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "having_IP_Address": "-1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "-1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "-1",
+      "Links_in_tags": "1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "-1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "1",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "0",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "-1",
+      "SFH": "-1",
+      "Submitting_to_email": "-1",
+      "Abnormal_URL": "-1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "0",
+      "Statistical_report": "-1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "-1",
+      "SSLfinal_State": "-1",
+      "Domain_registeration_length": "1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "-1",
+      "Request_URL": "-1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "1",
+      "RightClick": "1",
+      "popUpWidnow": "1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "1",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "-1",
+      "Statistical_report": "1",
+      "Result": "-1"
+    },
+    {
+      "having_IP_Address": "1",
+      "URL_Length": "0",
+      "Shortining_Service": "-1",
+      "having_At_Symbol": "1",
+      "double_slash_redirecting": "1",
+      "Prefix_Suffix": "-1",
+      "having_Sub_Domain": "1",
+      "SSLfinal_State": "1",
+      "Domain_registeration_length": "-1",
+      "Favicon": "1",
+      "port": "1",
+      "HTTPS_token": "1",
+      "Request_URL": "1",
+      "URL_of_Anchor": "0",
+      "Links_in_tags": "0",
+      "SFH": "-1",
+      "Submitting_to_email": "1",
+      "Abnormal_URL": "1",
+      "Redirect": "0",
+      "on_mouseover": "-1",
+      "RightClick": "1",
+      "popUpWidnow": "-1",
+      "Iframe": "1",
+      "age_of_domain": "-1",
+      "DNSRecord": "-1",
+      "web_traffic": "0",
+      "Page_Rank": "-1",
+      "Google_Index": "1",
+      "Links_pointing_to_page": "1",
+      "Statistical_report": "1",
+      "Result": "1"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SFH, measure_col=web_traffic.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "SFH",
+    "measure_col": "web_traffic",
+    "top_k": 14,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-62ef-70d1-8bfc-8f132342a879"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-62ef-70d1-8bfc-8f132342a879"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-71ad-7ef1-af4f-8a93de77f433"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_66caf3c1db372362/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-71ad-7ef1-af4f-8a93de77f433"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}