Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5cdaed1e4073b1ab/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:13.703160+00:00",
+  "ended_at": "2026-05-19T15:57:16.927830+00:00",
+  "elapsed_ms": 3224.64,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15706,
+    "bytes_utf8": 15706,
+    "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_5cdaed1e4073b1ab/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Links_pointing_to_page, measure_col=double_slash_redirecting.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "Links_pointing_to_page",
+    "measure_col": "double_slash_redirecting",
+    "top_k": 15,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5cdaed1e4073b1ab/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-9f76-75d0-abd5-f0f9d03edc59"}
+{"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_5cdaed1e4073b1ab/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-affa-74c1-9959-e7845309aaca"}
+{"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_8eed30a8a776dc80/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "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_8eed30a8a776dc80",
+    "api_calls": 0,
+    "input_tokens": 16545,
+    "cached_input_tokens": 15744,
+    "output_tokens": 1135,
+    "total_tokens": 17680,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 21583.77,
+    "sql_execution_elapsed_ms_total": 24.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/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_8eed30a8a776dc80/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:29.360051+00:00",
+  "ended_at": "2026-05-19T15:57:50.943844+00:00",
+  "elapsed_ms": 21583.77,
+  "prompt_metrics": {
+    "chars": 15679,
+    "bytes_utf8": 15679,
+    "lines": 468,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1234,
+    "bytes_utf8": 1234,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 820,
+      "bytes_utf8": 820,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16545,
+      "cached_input_tokens": 15744,
+      "output_tokens": 1135,
+      "reasoning_output_tokens": 909
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "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_8eed30a8a776dc80/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Statistical_report, measure_col=Prefix_Suffix.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "Statistical_report",
+    "measure_col": "Prefix_Suffix",
+    "top_k": 16,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_8eed30a8a776dc80/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-dc97-79f3-b429-38ed7e409f43"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"Statistical_report\\\",\\n    CAST(\\\"Prefix_Suffix\\\" AS REAL) AS \\\"measure_value\\\",\\n    CUME_DIST() OVER (\\n      PARTITION BY \\\"Statistical_report\\\"\\n      ORDER BY CAST(\\\"Prefix_Suffix\\\" AS REAL)\\n    ) AS \\\"cume_dist_value\\\"\\n  FROM \\\"c8\\\"\\n  WHERE \\\"Statistical_report\\\" IS NOT NULL\\n    AND \\\"Prefix_Suffix\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"Statistical_report\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist_value\\\" >= 0.95\\nGROUP BY \\\"Statistical_report\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest Prefix_Suffix value at or above the 95th percentile within each Statistical_report group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16545,"cached_input_tokens":15744,"output_tokens":1135,"reasoning_output_tokens":909}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16018, "bytes_utf8": 16018, "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": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16645, "cached_input_tokens": 15744, "output_tokens": 626, "reasoning_output_tokens": 425}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "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_9b2ccd60ea9a7f8b",
+    "api_calls": 0,
+    "input_tokens": 16645,
+    "cached_input_tokens": 15744,
+    "output_tokens": 626,
+    "total_tokens": 17271,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13532.72,
+    "sql_execution_elapsed_ms_total": 11.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/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_9b2ccd60ea9a7f8b/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:48:59.895014+00:00",
+  "ended_at": "2026-05-19T15:49:13.427772+00:00",
+  "elapsed_ms": 13532.72,
+  "prompt_metrics": {
+    "chars": 16018,
+    "bytes_utf8": 16018,
+    "lines": 468,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1105,
+    "bytes_utf8": 1105,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 728,
+      "bytes_utf8": 728,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16645,
+      "cached_input_tokens": 15744,
+      "output_tokens": 626,
+      "reasoning_output_tokens": 425
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/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_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c8",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SFH, measure_col=popUpWidnow.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "SFH",
+    "measure_col": "popUpWidnow",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_9b2ccd60ea9a7f8b/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n    SELECT \"SFH\", SUM(CAST(\"popUpWidnow\" AS REAL)) AS group_value\n    FROM \"c8\"\n    WHERE \"SFH\" IS NOT NULL\n      AND \"popUpWidnow\" IS NOT NULL\n    GROUP BY \"SFH\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"SFH\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the planned relative-to-total threshold template with group_col=\"SFH\" and measure_col=\"popUpWidnow\". CAST is used because the schema stores feature values as TEXT, and NULLs are excluded for a stable grouped aggregate."}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15675, "bytes_utf8": 15675, "lines": 466, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16560, "cached_input_tokens": 15744, "output_tokens": 430, "reasoning_output_tokens": 278}}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "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_c9d4c1bbe7066b84",
+    "api_calls": 0,
+    "input_tokens": 16560,
+    "cached_input_tokens": 15744,
+    "output_tokens": 430,
+    "total_tokens": 16990,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13160.33,
+    "sql_execution_elapsed_ms_total": 12.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_c9d4c1bbe7066b84/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_c9d4c1bbe7066b84/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:45:49.997162+00:00",
+  "ended_at": "2026-05-19T15:46:03.157521+00:00",
+  "elapsed_ms": 13160.33,
+  "prompt_metrics": {
+    "chars": 15675,
+    "bytes_utf8": 15675,
+    "lines": 466,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 983,
+    "bytes_utf8": 983,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 624,
+      "bytes_utf8": 624,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16560,
+      "cached_input_tokens": 15744,
+      "output_tokens": 430,
+      "reasoning_output_tokens": 278
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "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_c9d4c1bbe7066b84/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT \"Domain_registeration_length\",\n           NTILE(10) OVER (ORDER BY CAST(\"Domain_registeration_length\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c8\"\n)\nSELECT \"Domain_registeration_length\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Domain_registeration_length\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"Domain_registeration_length\" and num_tiles=10, returning the top decile tail bucket. CAST to INTEGER is used because the schema stores feature values as TEXT."}