Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/conversation.jsonl

@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15644, "bytes_utf8": 15644, "lines": 468, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 15644, "bytes_utf8": 15644, "lines": 468, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 765, "bytes_utf8": 765, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16539, "cached_input_tokens": 15744, "output_tokens": 1540, "reasoning_output_tokens": 1312}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/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": "2026-05-19T15:52:24.379339+00:00",
+  "ended_at": "2026-05-19T15:52:53.672839+00:00",
+  "elapsed_ms": 29293.46,
+  "prompt_metrics": {
+    "chars": 15644,
+    "bytes_utf8": 15644,
+    "lines": 468,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1198,
+    "bytes_utf8": 1198,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 765,
+      "bytes_utf8": 765,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16539,
+      "cached_input_tokens": 15744,
+      "output_tokens": 1540,
+      "reasoning_output_tokens": 1312
+    }
+  },
+  "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1922d40bec5cfef5/cli/sql_response_attempt_2.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"DNSRecord\",\n    CAST(\"Result\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"DNSRecord\"\n      ORDER BY CAST(\"Result\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"DNSRecord\"\n    ) AS \"cnt\"\n  FROM \"c8\"\n  WHERE \"DNSRecord\" IS NOT NULL\n    AND \"Result\" IS NOT NULL\n)\nSELECT\n  \"DNSRecord\",\n  \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((95 * \"cnt\") + 99) / 100\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \"DNSRecord\" group on CAST(\"Result\" AS REAL)."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:03:39.490120+00:00",
+  "ended_at": "2026-05-19T16:03:51.324029+00:00",
+  "elapsed_ms": 11833.86,
+  "prompt_metrics": {
+    "chars": 15424,
+    "bytes_utf8": 15424,
+    "lines": 466,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 720,
+    "bytes_utf8": 720,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 376,
+      "bytes_utf8": 376,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16494,
+      "cached_input_tokens": 12032,
+      "output_tokens": 467,
+      "reasoning_output_tokens": 358
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3dd8fed36d825d53/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"Statistical_report\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";","notes":"Applied tpl_threshold_rarity_cdf with measure_col bound to \"Statistical_report\" and threshold fixed at 1.0. CAST to REAL is used because the column is stored as TEXT in the schema."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16286, "bytes_utf8": 16286, "lines": 471, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 669, "bytes_utf8": 669, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16710, "cached_input_tokens": 12032, "output_tokens": 531, "reasoning_output_tokens": 355}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-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_6ad368a8922436bb",
+    "api_calls": 0,
+    "input_tokens": 16710,
+    "cached_input_tokens": 12032,
+    "output_tokens": 531,
+    "total_tokens": 17241,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 29966.61,
+    "sql_execution_elapsed_ms_total": 10.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/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_6ad368a8922436bb/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:41:36.504486+00:00",
+  "ended_at": "2026-05-19T15:42:06.471124+00:00",
+  "elapsed_ms": 29966.61,
+  "prompt_metrics": {
+    "chars": 16286,
+    "bytes_utf8": 16286,
+    "lines": 471,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2366,
+    "bytes_utf8": 2366,
+    "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": 669,
+      "bytes_utf8": 669,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16710,
+      "cached_input_tokens": 12032,
+      "output_tokens": 531,
+      "reasoning_output_tokens": 355
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,471 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <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_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Request_URL, condition_col=Request_URL.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "Request_URL",
+    "condition_col": "Request_URL",
+    "condition_value": "1",
+    "positive_value": "1",
+    "negative_value": "-1",
+    "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": -1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,8 @@
+{"type":"thread.started","thread_id":"019e40e6-52a2-73d3-8eb2-4c98910ba4b2"}
+{"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 1997889, Requested 17345. Please try again in 457ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17345. Please try again in 520ms. 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 17345. Please try again in 520ms. 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 1999912, Requested 17345. Please try again in 517ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"Request_URL\\\",\\n           SUM(CASE WHEN \\\"Request_URL\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"Request_URL\\\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c8\\\"\\n    GROUP BY \\\"Request_URL\\\"\\n)\\nSELECT \\\"Request_URL\\\",\\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 exactly with group_col and condition_col both bound to \\\"Request_URL\\\", using positive_value '1' and negative_value '-1'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16710,"cached_input_tokens":12032,"output_tokens":531,"reasoning_output_tokens":355}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6ad368a8922436bb/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"Request_URL\",\n           SUM(CASE WHEN \"Request_URL\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"Request_URL\" = '-1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c8\"\n    GROUP BY \"Request_URL\"\n)\nSELECT \"Request_URL\",\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 exactly with group_col and condition_col both bound to \"Request_URL\", using positive_value '1' and negative_value '-1'."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15915, "bytes_utf8": 15915, "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": 762, "bytes_utf8": 762, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16625, "cached_input_tokens": 12032, "output_tokens": 724, "reasoning_output_tokens": 516}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-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_6cd895de45b37d4c",
+    "api_calls": 0,
+    "input_tokens": 16625,
+    "cached_input_tokens": 12032,
+    "output_tokens": 724,
+    "total_tokens": 17349,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17919.79,
+    "sql_execution_elapsed_ms_total": 9.83,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/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_6cd895de45b37d4c/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:29.710480+00:00",
+  "ended_at": "2026-05-19T15:36:47.630312+00:00",
+  "elapsed_ms": 17919.79,
+  "prompt_metrics": {
+    "chars": 15915,
+    "bytes_utf8": 15915,
+    "lines": 470,
+    "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": 762,
+      "bytes_utf8": 762,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16625,
+      "cached_input_tokens": 12032,
+      "output_tokens": 724,
+      "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_6cd895de45b37d4c/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,470 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <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_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Statistical_report, measure_col=having_IP_Address.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "Statistical_report",
+    "measure_col": "having_IP_Address",
+    "item_col": "Result",
+    "top_k": 19,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-a41e-7581-a4de-9ddcee1ce7b4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"Statistical_report\\\",\\n  \\\"Result\\\",\\n  SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"having_IP_Address\\\" AS REAL)) * 100.0 /\\n    NULLIF(\\n      SUM(SUM(CAST(\\\"having_IP_Address\\\" AS REAL))) OVER (PARTITION BY \\\"Statistical_report\\\"),\\n      0\\n    ) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Statistical_report\\\", \\\"Result\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"Statistical_report\\\", item_col=\\\"Result\\\", and measure_col=\\\"having_IP_Address\\\". CAST is added because the schema stores values as TEXT; NULLIF avoids division-by-zero if a group's summed signed measure is 0.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16625,"cached_input_tokens":12032,"output_tokens":724,"reasoning_output_tokens":516}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_6cd895de45b37d4c/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"Statistical_report\",\n  \"Result\",\n  SUM(CAST(\"having_IP_Address\" AS REAL)) AS total_measure,\n  SUM(CAST(\"having_IP_Address\" AS REAL)) * 100.0 /\n    NULLIF(\n      SUM(SUM(CAST(\"having_IP_Address\" AS REAL))) OVER (PARTITION BY \"Statistical_report\"),\n      0\n    ) AS share_within_group\nFROM \"c8\"\nGROUP BY \"Statistical_report\", \"Result\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Uses the planned Within-Group Share of Total template with group_col=\"Statistical_report\", item_col=\"Result\", and measure_col=\"having_IP_Address\". CAST is added because the schema stores values as TEXT; NULLIF avoids division-by-zero if a group's summed signed measure is 0."}